diff --git a/docs/ARCH/11 - architecture_turnaround/11 - continuity_stabilization_plan_2026-04-17.md b/docs/ARCH/11 - architecture_turnaround/11 - continuity_stabilization_plan_2026-04-17.md
index e15638a..6326077 100644
--- a/docs/ARCH/11 - architecture_turnaround/11 - continuity_stabilization_plan_2026-04-17.md	
+++ b/docs/ARCH/11 - architecture_turnaround/11 - continuity_stabilization_plan_2026-04-17.md	
@@ -145,6 +145,39 @@ Still open after this pass:
 - mixed continuity is now strong enough for the current phase7 gate, but it still needs broader saved-session proof before domain expansion can be treated as low-risk;
 - the next architecture pass should move from one repaired mixed replay to a wider saved-session set and multi-domain acceptance pack;
 - remaining work should focus on keeping the unified continuity authority stable under new real user paths, not on wording-only polish or isolated route greens.
+- company authority is still not proactive enough at root inventory entry in multi-company sessions without an already grounded active organization;
+- the next stabilization slice should prefer system-level company authority handling over repeated local clarification templates when the session has enough business context.
+
+Completed in the current follow-up pass:
+
+- direct company activity-age wording like `а по Альтернативе Плюс сколько лет активности в базе 1С?` is now protected by a unicode-safe exact signal instead of depending on mojibake-sensitive legacy lifecycle phrases;
+- capability meta answers now explain supported business groups through human examples instead of leaking internal operation ids like `vat_period_snapshot`, `inventory_on_hand_as_of_date`, `explain_boundary`, or `suggest_safe_next_step`;
+- the next proof target after unit/build checks is the live phase5 replay, because it exercises both the restored activity-age path and the capability-meta interrupt in one shared session.
+
+Latest live replay evidence after that proof run:
+
+- the capability meta interrupt is now business-first and no longer leaks internal operation ids in the top block;
+- the same replay exposed a stricter continuity defect that the top-level review initially missed: organization identity can drift in session state as a damaged live label like `ООО \\Альтернати"а Плюс\\`;
+- when that happens, the runtime keeps both `organization` and a stale `counterparty` anchor, does not emit `counterparty_cleared_for_selected_organization_activity`, and falls into `counterparty_anchor_not_matched_in_materialized_rows`;
+- this is a system-level organization-identity robustness gap between data-scope probing, continuity memory, and exact-route truth gating, not a wording-only prompt defect;
+- the current stabilization slice therefore includes hardening organization identity matching itself and rerunning the same live pack until step-level human answers and review verdicts align.
+
+Latest phase8 runtime authority evidence after the manual mixed replay hardening:
+
+- live replay `address_truth_harness_phase8_manual_runtime_authority_mix_live_20260417_rerun1` proved that the activity-age route was restored, but also exposed a hidden false-green: `step_11_inventory_same_date_after_receivables` silently reused stale inventory-root date `2021-03-31` instead of the freshest receivables date `2020-03-31`;
+- the first fix in `assistantService` was not sufficient on its own, because `decomposeStage` still rebuilt `inventory_root` follow-up context by overwriting `previous_filters` from `root_filters` wholesale;
+- the architectural correction was to preserve `root` authority for organization / warehouse while preserving the freshest temporal scope (`as_of_date`, `period_from`, `period_to`) from the immediately previous grounded step;
+- this was locked by direct regressions in `assistantTransitionPolicy.test.ts` and `addressInventoryRootFrameRegression.test.ts`, plus a live rerun against the same manual replay spec;
+- live replay `address_truth_harness_phase8_manual_runtime_authority_mix_live_20260417_rerun4` is now accepted end-to-end with `14/14` steps green, including:
+  - `step_07_capability_meta` with business-first human wording;
+  - `step_11_inventory_same_date_after_receivables` on the correct date `31.03.2020`;
+  - `step_14_company_activity_age` with restored factual lifecycle answer;
+  - cleaned user-facing company labels in the data-scope meta reply (`ООО Альтернатива Плюс`, `ООО Лайсвуд`, `РАЙМ`) instead of damaged raw probe labels.
+
+Still open after the accepted phase8 replay:
+
+- proactive organization authority at the very beginning of a new multi-company bookkeeping session is still weaker than the target product feel; the current system now clarifies honestly and cleanly, but it does not yet always pre-offer company selection early in the conversational flow;
+- some user-facing inventory/counterparty labels inside business answers still deserve final presentation cleanup, but these are now post-stabilization quality refinements rather than continuity-authority blockers.
 
 ## Ready Signal
 
diff --git a/docs/orchestration/address_truth_harness_phase5_company_selection_and_activity_age.json b/docs/orchestration/address_truth_harness_phase5_company_selection_and_activity_age.json
index 2242bcf..a2f11b2 100644
--- a/docs/orchestration/address_truth_harness_phase5_company_selection_and_activity_age.json
+++ b/docs/orchestration/address_truth_harness_phase5_company_selection_and_activity_age.json
@@ -79,6 +79,24 @@
     {
       "step_id": "step_09_company_activity_age",
       "title": "Organization age should be answered through reachable activity evidence or honest boundedness",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "expected_intents": [
+        "counterparty_activity_lifecycle"
+      ],
+      "expected_recipe": "address_counterparty_activity_lifecycle_v1",
+      "required_direct_answer_patterns_any": [
+        "(?i)по активности",
+        "(?i)первая подтвержденная активность|не удается точно определить"
+      ],
+      "forbidden_direct_answer_patterns": [
+        "(?i)не найден контрагент",
+        "(?i)уточните точное наименование организации"
+      ],
+      "criticality": "critical",
       "question": "а по Альтернативе Плюс сколько лет активности в базе 1С?",
       "semantic_tags": [
         "organization_activity_age",
@@ -88,6 +106,23 @@
     {
       "step_id": "step_10_capability_meta_interrupt",
       "title": "Capability meta interrupt does not destroy prior context",
+      "allowed_reply_types": [
+        "factual_with_explanation",
+        "factual"
+      ],
+      "required_direct_answer_patterns_any": [
+        "(?i)1СЃ",
+        "(?i)ндс|контрагент|остатк|склад"
+      ],
+      "forbidden_direct_answer_patterns": [
+        "(?i)vat_period_snapshot",
+        "(?i)inventory_on_hand_as_of_date",
+        "(?i)explain_boundary",
+        "(?i)suggest_safe_next_step",
+        "(?i)read_only",
+        "(?i)mcp"
+      ],
+      "criticality": "warning",
       "question": "что ты умеешь?",
       "semantic_tags": [
         "meta_capability"
diff --git a/docs/orchestration/address_truth_harness_phase8_manual_runtime_authority_mix.json b/docs/orchestration/address_truth_harness_phase8_manual_runtime_authority_mix.json
new file mode 100644
index 0000000..2320572
--- /dev/null
+++ b/docs/orchestration/address_truth_harness_phase8_manual_runtime_authority_mix.json
@@ -0,0 +1,337 @@
+{
+  "schema_version": "domain_truth_harness_spec_v1",
+  "scenario_id": "address_truth_harness_phase8_manual_runtime_authority_mix",
+  "domain": "address_phase8_manual_runtime_authority_mix",
+  "title": "Phase 8 manual runtime authority replay for company continuity, activity age, and human meta answers",
+  "description": "Mixed AGENT replay based on the latest manual session. The pack validates company authority, counterparty -> inventory transition behavior, selected-object continuity, organization activity age, capability meta cleanliness, same-date cross-domain pivot, and account 60 tails in one live session.",
+  "bindings": {},
+  "steps": [
+    {
+      "step_id": "step_01_smalltalk",
+      "title": "Casual opening stays human",
+      "question": "привет, как дела?",
+      "required_answer_patterns_any": [
+        "(?i)привет|дела|помочь|норм"
+      ],
+      "forbidden_answer_patterns": [
+        "(?i)tool_gate_reason",
+        "(?i)address_mode",
+        "(?i)living_reason",
+        "(?i)snapshot_items"
+      ],
+      "criticality": "info",
+      "semantic_tags": [
+        "meta_smalltalk"
+      ]
+    },
+    {
+      "step_id": "step_02_data_scope_meta",
+      "title": "Data-scope meta stays deterministic and non-technical",
+      "question": "по какой компании мы сейчас работаем?",
+      "required_answer_patterns_any": [
+        "(?i)компан|организац|контур",
+        "(?i)работ"
+      ],
+      "forbidden_answer_patterns": [
+        "(?i)tool_gate_reason",
+        "(?i)hard_meta_mode",
+        "(?i)living_reason",
+        "(?i)mcp",
+        "(?i)read_only"
+      ],
+      "criticality": "warning",
+      "semantic_tags": [
+        "meta_scope"
+      ]
+    },
+    {
+      "step_id": "step_03_counterparty_documents",
+      "title": "Counterparty documents use the legal name contour",
+      "question": "покажи все документы по чепурнову",
+      "allowed_reply_types": [
+        "factual"
+      ],
+      "expected_intents": [
+        "list_documents_by_counterparty"
+      ],
+      "required_direct_answer_patterns_any": [
+        "(?i)чепурнов",
+        "(?i)документ|отгруз|оплат|счет|акт"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "counterparty_documents"
+      ]
+    },
+    {
+      "step_id": "step_04_counterparty_shipments",
+      "title": "Counterparty shipment fallback stays human and business-useful",
+      "question": "что нам отгружал чепурнов, какой товар или услугу?",
+      "allowed_reply_types": [
+        "factual",
+        "partial_coverage"
+      ],
+      "expected_intents": [
+        "list_documents_by_counterparty"
+      ],
+      "required_direct_answer_patterns_any": [
+        "(?i)чепурнов",
+        "(?i)товар|услуг|отгруз|документ|оплат"
+      ],
+      "forbidden_direct_answer_patterns": [
+        "(?i)^сейчас не дам прямой адресный ответ",
+        "(?i)^в текущем адресном контуре этот запрос лучше не закрывать"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "counterparty_shipment_fallback"
+      ]
+    },
+    {
+      "step_id": "step_05_inventory_root_after_counterparty",
+      "title": "Inventory root after counterparty branch remains human and non-technical",
+      "question": "какие остатки на складе на март 2021",
+      "allowed_reply_types": [
+        "factual",
+        "clarification_required",
+        "partial_coverage"
+      ],
+      "required_answer_patterns_any": [
+        "(?i)март 2021|31\\.03\\.2021|организац|компан"
+      ],
+      "forbidden_answer_patterns": [
+        "(?i)tool_gate_reason",
+        "(?i)address_mode",
+        "(?i)mcp",
+        "(?i)read_only",
+        "(?i)snapshot_items"
+      ],
+      "criticality": "warning",
+      "semantic_tags": [
+        "inventory_root",
+        "company_authority_probe"
+      ]
+    },
+    {
+      "step_id": "step_06_selected_item_supplier",
+      "title": "Selected-object supplier follow-up stays action-first",
+      "question": "По выбранному объекту \"Столешница 600*3050*26 альмандин\": кто нам это поставил?",
+      "allowed_reply_types": [
+        "factual",
+        "clarification_required"
+      ],
+      "expected_intents": [
+        "inventory_purchase_provenance_for_item"
+      ],
+      "required_direct_answer_patterns_any": [
+        "(?i)столешница 600\\*3050\\*26 альмандин",
+        "(?i)поставщик|поставил|куплен|союз|торговый дом|уточните организац"
+      ],
+      "forbidden_direct_answer_patterns": [
+        "(?i)^сейчас не дам прямой адресный ответ"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "selected_object",
+        "selected_object_supplier"
+      ]
+    },
+    {
+      "step_id": "step_07_capability_meta",
+      "title": "Capability meta answer is business-first and free from technical garbage",
+      "question": "что ты умеешь?",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation"
+      ],
+      "required_direct_answer_patterns_any": [
+        "(?i)могу|умею",
+        "(?i)документ|остатк|контрагент|ндс|склад|долг"
+      ],
+      "forbidden_direct_answer_patterns": [
+        "(?i)vat_period_snapshot",
+        "(?i)inventory_on_hand_as_of_date",
+        "(?i)explain_boundary",
+        "(?i)suggest_safe_next_step",
+        "(?i)read_only",
+        "(?i)mcp",
+        "(?i)snapshot_items",
+        "(?i)assessed state",
+        "(?i)open item"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "meta_capability"
+      ]
+    },
+    {
+      "step_id": "step_08_selected_item_documents",
+      "title": "Selected-object documents stay in the same contour after meta interrupt",
+      "question": "По выбранному объекту \"Столешница 600*3050*26 альмандин\": покажи документы по этой позиции",
+      "allowed_reply_types": [
+        "factual",
+        "clarification_required"
+      ],
+      "expected_intents": [
+        "inventory_purchase_documents_for_item"
+      ],
+      "required_direct_answer_patterns_any": [
+        "(?i)столешница 600\\*3050\\*26 альмандин|по этой позиции",
+        "(?i)документ|уточните организац"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "selected_object",
+        "selected_object_documents"
+      ]
+    },
+    {
+      "step_id": "step_09_memory_recap",
+      "title": "Memory recap does not invent grounded facts",
+      "question": "а ты помнишь, что мы по этой позиции уже выяснили?",
+      "required_answer_patterns_any": [
+        "(?i)помню|по позиции|столешница"
+      ],
+      "forbidden_answer_patterns": [
+        "(?i)^сейчас не дам прямой адресный ответ"
+      ],
+      "criticality": "warning",
+      "semantic_tags": [
+        "meta_memory"
+      ]
+    },
+    {
+      "step_id": "step_10_receivables_march_2020",
+      "title": "Receivables root establishes March 2020 carryover",
+      "question": "кто нам должен на март 2020",
+      "allowed_reply_types": [
+        "factual"
+      ],
+      "expected_intents": [
+        "receivables_confirmed_as_of_date"
+      ],
+      "required_filters": {
+        "as_of_date": "2020-03-31",
+        "period_from": "2020-03-01",
+        "period_to": "2020-03-31"
+      },
+      "required_direct_answer_patterns_any": [
+        "(?i)дебитор",
+        "31\\.03\\.2020"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "settlements_receivables"
+      ]
+    },
+    {
+      "step_id": "step_11_inventory_same_date_after_receivables",
+      "title": "Inventory same-date pivot reuses March 2020 without re-clarification",
+      "question": "остатки по складу на эту же дату",
+      "allowed_reply_types": [
+        "factual"
+      ],
+      "expected_intents": [
+        "inventory_on_hand_as_of_date"
+      ],
+      "required_filters": {
+        "as_of_date": "{{step_10_receivables_march_2020.filters.as_of_date}}",
+        "period_from": "{{step_10_receivables_march_2020.filters.period_from}}",
+        "period_to": "{{step_10_receivables_march_2020.filters.period_to}}"
+      },
+      "required_direct_answer_patterns_all": [
+        "(?i)на складе",
+        "31\\.03\\.2020"
+      ],
+      "forbidden_direct_answer_patterns": [
+        "(?i)уточните организац",
+        "(?i)по какой компании"
+      ],
+      "required_filter_within_previous_step_period": {
+        "as_of_date": "step_10_receivables_march_2020"
+      },
+      "criticality": "critical",
+      "semantic_tags": [
+        "inventory_root",
+        "same_date_pivot"
+      ]
+    },
+    {
+      "step_id": "step_12_historical_inventory_capability",
+      "title": "Historical inventory capability follow-up stays human",
+      "question": "а исторические остатки ты можешь дать?",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation"
+      ],
+      "required_answer_patterns_any": [
+        "(?i)историческ|история",
+        "(?i)могу|умею"
+      ],
+      "forbidden_answer_patterns": [
+        "(?i)tool_gate_reason",
+        "(?i)hard_meta_mode",
+        "(?i)mcp",
+        "(?i)read_only"
+      ],
+      "criticality": "warning",
+      "semantic_tags": [
+        "meta_historical_capability",
+        "inventory_root"
+      ]
+    },
+    {
+      "step_id": "step_13_open_items_account_60",
+      "title": "Account 60 tails stay exact after the mixed session",
+      "question": "хвосты покажи по счету 60 на август 2022",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation"
+      ],
+      "expected_intents": [
+        "open_items_by_counterparty_or_contract"
+      ],
+      "required_filters": {
+        "account": "60",
+        "period_from": "2022-08-01",
+        "period_to": "2022-08-31",
+        "as_of_date": "2022-08-31"
+      },
+      "required_direct_answer_patterns_any": [
+        "(?i)счету 60|счёту 60",
+        "(?i)хвост"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "settlements_account_60"
+      ]
+    },
+    {
+      "step_id": "step_14_company_activity_age",
+      "title": "Organization activity age is answered through activity evidence or honest boundedness",
+      "question": "а по Альтернативе Плюс сколько лет активности в базе 1С?",
+      "allowed_reply_types": [
+        "factual",
+        "factual_with_explanation",
+        "partial_coverage"
+      ],
+      "expected_intents": [
+        "counterparty_activity_lifecycle"
+      ],
+      "expected_recipe": "address_counterparty_activity_lifecycle_v1",
+      "required_direct_answer_patterns_any": [
+        "(?i)активност",
+        "(?i)первая подтвержденная|не удается точно определить|лет"
+      ],
+      "forbidden_direct_answer_patterns": [
+        "(?i)не найден контрагент",
+        "(?i)уточните точное наименование организации"
+      ],
+      "criticality": "critical",
+      "semantic_tags": [
+        "organization_activity_age",
+        "company_selected"
+      ]
+    }
+  ]
+}
diff --git a/llm_normalizer/backend/dist/services/addressCounterpartyIntentSignals.js b/llm_normalizer/backend/dist/services/addressCounterpartyIntentSignals.js
index 14ff153..63c05c4 100644
--- a/llm_normalizer/backend/dist/services/addressCounterpartyIntentSignals.js
+++ b/llm_normalizer/backend/dist/services/addressCounterpartyIntentSignals.js
@@ -60,6 +60,19 @@ function hasUnicodeLikelyCounterpartyAfterBy(text) {
     ]);
     return !stopWords.has(token);
 }
+function hasUnicodeCounterpartyActivityLifecycleSignal(text) {
+    const normalized = String(text ?? "").toLowerCase();
+    if (!normalized) {
+        return false;
+    }
+    const hasActivityAgeCue = /(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e\s+\u043b\u0435\u0442\s+\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438|\u0441\u043a\u043e\u043b\u044c\u043a\u043e\s+\u043b\u0435\u0442\s+\u0432\s+\u0431\u0430\u0437\u0435|\u0432\u043e\u0437\u0440\u0430\u0441\u0442\s+\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438|\u043f\u0435\u0440\u0432(?:\u0430\u044f|\u044b\u0439|\u043e\u0435)\s+(?:\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c|\u043f\u043b\u0430\u0442\u0435\u0436|\u043f\u043e\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0435|\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442)|\u043f\u043e\u0441\u043b\u0435\u0434\u043d(?:\u044f\u044f|\u0438\u0439|\u0435\u0435)\s+\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c|\u0441\s+\u043a\u0430\u043a\u043e\u0433\u043e\s+\u0433\u043e\u0434\u0430\s+\u0430\u043a\u0442\u0438\u0432)/iu.test(normalized);
+    if (!hasActivityAgeCue) {
+        return false;
+    }
+    const hasOneCLexeme = /(?:\u0432\s+\u0431\u0430\u0437\u0435\s+1[\u0441c]|\u0432\s+1[\u0441c]\s+\u0431\u0430\u0437\u0435|\u0438\u0437\s+1[\u0441c])/iu.test(normalized);
+    const hasBusinessAnchor = /(?:\u043a\u043e\u043c\u043f\u0430\u043d|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442|\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u043d\u0430\u0448\u0435\u0439\s+\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438|\u043d\u0430\u0448\u0435\u0439\s+\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438|\u043e\u043e\u043e|\u0430\u043e|\u0437\u0430\u043e|\u0438\u043f)/iu.test(normalized);
+    return hasOneCLexeme || hasBusinessAnchor || hasUnicodeLikelyCounterpartyAfterBy(normalized);
+}
 function resolveCounterpartyAddressIntent(text, deps) {
     if (hasUnicodeOpenItemsAccountSignal(text)) {
         return {
@@ -107,6 +120,13 @@ function resolveCounterpartyAddressIntent(text, deps) {
             reasons: ["counterparty_item_flow_signal_detected"]
         };
     }
+    if (hasUnicodeCounterpartyActivityLifecycleSignal(text)) {
+        return {
+            intent: "counterparty_activity_lifecycle",
+            confidence: "high",
+            reasons: ["counterparty_activity_lifecycle_signal_detected"]
+        };
+    }
     if (deps.hasOpenContractsListSignal(text)) {
         return {
             intent: "open_contracts_confirmed_as_of_date",
diff --git a/llm_normalizer/backend/dist/services/addressQueryService.js b/llm_normalizer/backend/dist/services/addressQueryService.js
index 0bf6702..af7fdc9 100644
--- a/llm_normalizer/backend/dist/services/addressQueryService.js
+++ b/llm_normalizer/backend/dist/services/addressQueryService.js
@@ -1401,9 +1401,7 @@ function stripOrganizationLegalForm(value) {
         .trim();
 }
 function sameOrganizationEntityReference(left, right) {
-    const leftNorm = stripOrganizationLegalForm(left);
-    const rightNorm = stripOrganizationLegalForm(right);
-    return Boolean(leftNorm && rightNorm && leftNorm === rightNorm);
+    return (0, assistantOrganizationMatcher_1.organizationsLikelySameEntity)(left, right);
 }
 function applyPreExecutionOrganizationScopeGrounding(input) {
     const activeOrganization = (0, assistantOrganizationMatcher_1.normalizeOrganizationScopeValue)(input.activeOrganization ?? null);
diff --git a/llm_normalizer/backend/dist/services/address_runtime/decomposeStage.js b/llm_normalizer/backend/dist/services/address_runtime/decomposeStage.js
index 9535cf5..bda0760 100644
--- a/llm_normalizer/backend/dist/services/address_runtime/decomposeStage.js
+++ b/llm_normalizer/backend/dist/services/address_runtime/decomposeStage.js
@@ -287,10 +287,36 @@ function buildInventoryRootFollowupContext(followupContext) {
     if (!followupContext || !followupContext.root_intent || !followupContext.root_filters) {
         return followupContext;
     }
+    const rootFilters = followupContext.root_filters && typeof followupContext.root_filters === "object"
+        ? { ...followupContext.root_filters }
+        : {};
+    const previousFilters = followupContext.previous_filters && typeof followupContext.previous_filters === "object"
+        ? followupContext.previous_filters
+        : {};
+    const previousAsOfDate = toNonEmptyString(previousFilters.as_of_date);
+    const previousPeriodFrom = toNonEmptyString(previousFilters.period_from);
+    const previousPeriodTo = toNonEmptyString(previousFilters.period_to);
+    const previousOrganization = toNonEmptyString(previousFilters.organization);
+    const previousWarehouse = toNonEmptyString(previousFilters.warehouse);
+    if (previousAsOfDate) {
+        rootFilters.as_of_date = previousAsOfDate;
+    }
+    if (previousPeriodFrom) {
+        rootFilters.period_from = previousPeriodFrom;
+    }
+    if (previousPeriodTo) {
+        rootFilters.period_to = previousPeriodTo;
+    }
+    if (!toNonEmptyString(rootFilters.organization) && previousOrganization) {
+        rootFilters.organization = previousOrganization;
+    }
+    if (!toNonEmptyString(rootFilters.warehouse) && previousWarehouse) {
+        rootFilters.warehouse = previousWarehouse;
+    }
     return {
         ...followupContext,
         previous_intent: followupContext.root_intent,
-        previous_filters: { ...followupContext.root_filters },
+        previous_filters: rootFilters,
         previous_anchor_type: followupContext.root_anchor_type ?? followupContext.previous_anchor_type,
         previous_anchor_value: followupContext.root_anchor_value ?? followupContext.previous_anchor_value,
         current_frame_kind: "inventory_root"
diff --git a/llm_normalizer/backend/dist/services/assistantBoundaryPolicy.js b/llm_normalizer/backend/dist/services/assistantBoundaryPolicy.js
index 8fd729c..ad48420 100644
--- a/llm_normalizer/backend/dist/services/assistantBoundaryPolicy.js
+++ b/llm_normalizer/backend/dist/services/assistantBoundaryPolicy.js
@@ -22,8 +22,9 @@ function createAssistantBoundaryPolicy(deps) {
     function buildAssistantDataScopeContractReply(scopeProbe = null) {
         const organizations = Array.isArray(scopeProbe?.organizations)
             ? scopeProbe.organizations
-                .map((item) => String(item ?? "").trim())
+                .map((item) => normalizeSelectedOrganization(item, deps.normalizeOrganizationScopeValue))
                 .filter((item) => item.length > 0)
+                .filter((item, index, array) => array.indexOf(item) === index)
             : [];
         if (organizations.length === 1) {
             return [
diff --git a/llm_normalizer/backend/dist/services/assistantOrganizationMatcher.js b/llm_normalizer/backend/dist/services/assistantOrganizationMatcher.js
index 6ede5a7..ad3bfc3 100644
--- a/llm_normalizer/backend/dist/services/assistantOrganizationMatcher.js
+++ b/llm_normalizer/backend/dist/services/assistantOrganizationMatcher.js
@@ -3,6 +3,7 @@ Object.defineProperty(exports, "__esModule", { value: true });
 exports.normalizeOrganizationScopeValue = normalizeOrganizationScopeValue;
 exports.normalizeOrganizationScopeSearchText = normalizeOrganizationScopeSearchText;
 exports.scoreOrganizationMentionInMessage = scoreOrganizationMentionInMessage;
+exports.organizationsLikelySameEntity = organizationsLikelySameEntity;
 exports.mergeKnownOrganizations = mergeKnownOrganizations;
 exports.resolveOrganizationSelectionFromMessage = resolveOrganizationSelectionFromMessage;
 const ORGANIZATION_SCOPE_STOPWORDS = new Set([
@@ -53,7 +54,9 @@ const ORGANIZATION_SCOPE_STOPWORDS = new Set([
 ]);
 function normalizeScopeLabel(value) {
     return String(value ?? "")
+        .replace(/\\/g, " ")
         .replace(/[“”«»]/g, '"')
+        .replace(/([\p{L}])"(?=[\p{L}])/gu, "$1в")
         .replace(/\s+/g, " ")
         .trim();
 }
@@ -104,6 +107,52 @@ function organizationTokenVariants(token) {
     }
     return Array.from(variants);
 }
+function isSingleInsertionOrDeletionAway(left, right) {
+    const longer = left.length >= right.length ? left : right;
+    const shorter = left.length >= right.length ? right : left;
+    if (longer.length - shorter.length !== 1) {
+        return false;
+    }
+    let longIndex = 0;
+    let shortIndex = 0;
+    let mismatchUsed = false;
+    while (longIndex < longer.length && shortIndex < shorter.length) {
+        if (longer[longIndex] === shorter[shortIndex]) {
+            longIndex += 1;
+            shortIndex += 1;
+            continue;
+        }
+        if (mismatchUsed) {
+            return false;
+        }
+        mismatchUsed = true;
+        longIndex += 1;
+    }
+    return true;
+}
+function organizationTokensLookEquivalent(left, right) {
+    if (!left || !right) {
+        return false;
+    }
+    if (left === right) {
+        return true;
+    }
+    if (left.length >= 5 && right.length >= 5 && (left.startsWith(right) || right.startsWith(left))) {
+        return true;
+    }
+    const leftCompact = left.replace(/\s+/g, "");
+    const rightCompact = right.replace(/\s+/g, "");
+    if (!leftCompact || !rightCompact) {
+        return false;
+    }
+    if (leftCompact === rightCompact) {
+        return true;
+    }
+    if (leftCompact.length >= 6 && rightCompact.length >= 6 && isSingleInsertionOrDeletionAway(leftCompact, rightCompact)) {
+        return true;
+    }
+    return false;
+}
 function scoreOrganizationMentionInMessage(message, organization) {
     const messageNorm = normalizeOrganizationScopeSearchText(message);
     const organizationNorm = normalizeOrganizationScopeSearchText(organization);
@@ -163,20 +212,62 @@ function scoreOrganizationMentionInMessage(message, organization) {
     }
     return score;
 }
+function organizationsLikelySameEntity(left, right) {
+    const leftNorm = normalizeOrganizationScopeSearchText(left);
+    const rightNorm = normalizeOrganizationScopeSearchText(right);
+    if (!leftNorm || !rightNorm) {
+        return false;
+    }
+    if (leftNorm === rightNorm) {
+        return true;
+    }
+    const leftTokens = tokenizeOrganizationScope(leftNorm);
+    const rightTokens = tokenizeOrganizationScope(rightNorm);
+    if (leftTokens.length === 0 || rightTokens.length === 0) {
+        return false;
+    }
+    const leftCompact = leftTokens.join("");
+    const rightCompact = rightTokens.join("");
+    if (leftCompact && rightCompact) {
+        if (leftCompact === rightCompact) {
+            return true;
+        }
+        if (leftCompact.length >= 8 &&
+            rightCompact.length >= 8 &&
+            isSingleInsertionOrDeletionAway(leftCompact, rightCompact)) {
+            return true;
+        }
+    }
+    const leftCovered = leftTokens.every((leftToken) => rightTokens.some((rightToken) => organizationTokensLookEquivalent(leftToken, rightToken)));
+    if (!leftCovered) {
+        return false;
+    }
+    const rightCovered = rightTokens.every((rightToken) => leftTokens.some((leftToken) => organizationTokensLookEquivalent(leftToken, rightToken)));
+    return rightCovered;
+}
 function mergeKnownOrganizations(values, limit = 50) {
-    const dedup = new Map();
+    const dedup = [];
     for (const raw of Array.isArray(values) ? values : []) {
         const normalized = normalizeOrganizationScopeValue(raw);
         if (!normalized) {
             continue;
         }
         const key = normalizeOrganizationScopeSearchText(normalized);
-        if (!key || dedup.has(key)) {
+        if (!key) {
             continue;
         }
-        dedup.set(key, normalized);
+        const existingIndex = dedup.findIndex((item) => organizationsLikelySameEntity(item, normalized));
+        if (existingIndex >= 0) {
+            const existing = dedup[existingIndex];
+            const existingKey = normalizeOrganizationScopeSearchText(existing);
+            if (key.length > existingKey.length || normalized.length > existing.length) {
+                dedup[existingIndex] = normalized;
+            }
+            continue;
+        }
+        dedup.push(normalized);
     }
-    return Array.from(dedup.values()).slice(0, limit);
+    return dedup.slice(0, limit);
 }
 function resolveOrganizationSelectionFromMessage(userMessage, knownOrganizations) {
     const known = mergeKnownOrganizations(Array.isArray(knownOrganizations) ? knownOrganizations : []);
diff --git a/llm_normalizer/backend/dist/services/assistantService.js b/llm_normalizer/backend/dist/services/assistantService.js
index 927a174..9daa4c6 100644
--- a/llm_normalizer/backend/dist/services/assistantService.js
+++ b/llm_normalizer/backend/dist/services/assistantService.js
@@ -41,6 +41,7 @@ exports.evaluateCoverageForTests = evaluateCoverageForTests;
 exports.extractSubjectTokensForTests = extractSubjectTokensForTests;
 exports.resolveAssistantOrchestrationDecision = resolveAssistantOrchestrationDecision;
 exports.resolveSessionOrganizationScopeContextForTests = resolveSessionOrganizationScopeContextForTests;
+exports.buildRootScopedCarryoverFiltersForTests = buildRootScopedCarryoverFiltersForTests;
 exports.extractOrganizationFactsFromRowsForTests = extractOrganizationFactsFromRowsForTests;
 exports.resolveOrganizationNamesByRefsForTests = resolveOrganizationNamesByRefsForTests;
 exports.resolveLivingAssistantModeDecision = resolveLivingAssistantModeDecision;
@@ -2751,13 +2752,13 @@ function hasForeignAccountingPivotOverInventoryMessage(userMessage, alternateMes
 function buildRootScopedCarryoverFilters(previousFilters, inventoryRootFrame) {
     const candidateFilters = inventoryRootFrame?.filters && typeof inventoryRootFrame.filters === "object"
         ? inventoryRootFrame.filters
-        : previousFilters;
+        : {};
     const nextFilters = {};
     const organization = toNonEmptyString(candidateFilters?.organization) ?? toNonEmptyString(previousFilters?.organization);
     const warehouse = toNonEmptyString(candidateFilters?.warehouse) ?? toNonEmptyString(previousFilters?.warehouse);
-    const asOfDate = toNonEmptyString(candidateFilters?.as_of_date) ?? toNonEmptyString(previousFilters?.as_of_date);
-    const periodFrom = toNonEmptyString(candidateFilters?.period_from) ?? toNonEmptyString(previousFilters?.period_from);
-    const periodTo = toNonEmptyString(candidateFilters?.period_to) ?? toNonEmptyString(previousFilters?.period_to);
+    const asOfDate = toNonEmptyString(previousFilters?.as_of_date) ?? toNonEmptyString(candidateFilters?.as_of_date);
+    const periodFrom = toNonEmptyString(previousFilters?.period_from) ?? toNonEmptyString(candidateFilters?.period_from);
+    const periodTo = toNonEmptyString(previousFilters?.period_to) ?? toNonEmptyString(candidateFilters?.period_to);
     if (organization) {
         nextFilters.organization = organization;
     }
@@ -4557,6 +4558,9 @@ function mergeFollowupContextWithOrganizationScope(followupContext, organization
 function resolveSessionOrganizationScopeContextForTests(userMessage, items, addressNavigationState = null) {
     return resolveSessionOrganizationScopeContext(userMessage, items, addressNavigationState);
 }
+function buildRootScopedCarryoverFiltersForTests(previousFilters, inventoryRootFrame) {
+    return buildRootScopedCarryoverFilters(previousFilters, inventoryRootFrame);
+}
 function normalizeGuidValue(value) {
     const source = normalizeScopeLabel(value);
     if (!source) {
diff --git a/llm_normalizer/backend/dist/services/capabilitiesRegistry.js b/llm_normalizer/backend/dist/services/capabilitiesRegistry.js
index 5db7352..1aa2773 100644
--- a/llm_normalizer/backend/dist/services/capabilitiesRegistry.js
+++ b/llm_normalizer/backend/dist/services/capabilitiesRegistry.js
@@ -16,14 +16,14 @@ const FALLBACK_REGISTRY = {
         {
             group_code: "vat",
             group_title: "НДС",
-            description: "Срезы и расчеты НДС на базе данных 1С.",
+            description: "Срезы и расчёты НДС на базе данных 1С",
             risk_level: "high",
             maturity_status: "partial",
             supported_operations: ["vat_period_snapshot", "vat_payable_forecast"],
             unsupported_operations: ["submit_tax_declaration"],
             required_entities: ["period", "organization"],
             optional_entities: ["counterparty"],
-            typical_queries: ["Сколько НДС к уплате за период?"],
+            typical_queries: ["Сколько НДС к уплате за период?", "Покажи срез НДС на дату"],
             related_routes: [],
             safe_alternatives: ["Показать движения по 68/19 за период"],
             one_c_hints: ["РегистрБухгалтерии.Хозрасчетный"]
@@ -31,22 +31,71 @@ const FALLBACK_REGISTRY = {
         {
             group_code: "counterparties",
             group_title: "Контрагенты",
-            description: "Документы, операции, договоры и срезы по контрагентам.",
+            description: "Документы, операции, договоры и активность по контрагентам",
             risk_level: "medium",
             maturity_status: "production_ready",
             supported_operations: ["list_documents_by_counterparty", "list_contracts_by_counterparty"],
             unsupported_operations: ["edit_counterparty_card"],
             required_entities: ["counterparty_scope_or_contract"],
             optional_entities: ["period", "organization"],
-            typical_queries: ["Покажи документы по контрагенту"],
+            typical_queries: ["Покажи документы по контрагенту", "Какие операции были по банку с контрагентом?"],
             related_routes: [],
-            safe_alternatives: ["Уточнить ИНН/наименование контрагента"],
+            safe_alternatives: ["Уточнить ИНН или наименование контрагента"],
             one_c_hints: ["Справочник.Контрагенты"]
         },
+        {
+            group_code: "settlements",
+            group_title: "Долги и расчёты",
+            description: "Сальдо, хвосты, незакрытые авансы и аналитика по расчётам",
+            risk_level: "high",
+            maturity_status: "production_ready",
+            supported_operations: ["receivables_confirmed_as_of_date", "open_items_by_counterparty_or_contract"],
+            unsupported_operations: ["close_period"],
+            required_entities: ["period_or_date"],
+            optional_entities: ["organization", "account", "counterparty"],
+            typical_queries: ["Кто нам должен на дату?", "Хвосты покажи по счёту 60 за период"],
+            related_routes: [],
+            safe_alternatives: ["Уточнить период, счёт или организацию"],
+            one_c_hints: ["РегистрБухгалтерии.Хозрасчетный"]
+        },
+        {
+            group_code: "cash",
+            group_title: "Деньги",
+            description: "Остатки и движение по денежным счетам и кассе",
+            risk_level: "medium",
+            maturity_status: "production_ready",
+            supported_operations: ["account_balance_snapshot", "bank_operations_by_counterparty"],
+            unsupported_operations: ["post_bank_statement"],
+            required_entities: ["date_or_period"],
+            optional_entities: ["organization", "account", "counterparty"],
+            typical_queries: ["Какой остаток по счёту 51 на дату?", "Покажи движение денег за месяц"],
+            related_routes: [],
+            safe_alternatives: ["Уточнить счёт или период"],
+            one_c_hints: ["РегистрБухгалтерии.Хозрасчетный"]
+        },
+        {
+            group_code: "inventory",
+            group_title: "Склад и товары",
+            description: "Подтверждённые остатки, происхождение и документы по товарным позициям",
+            risk_level: "medium",
+            maturity_status: "production_ready",
+            supported_operations: [
+                "inventory_on_hand_as_of_date",
+                "inventory_purchase_provenance_for_item",
+                "inventory_purchase_documents_for_item"
+            ],
+            unsupported_operations: ["write_off_inventory"],
+            required_entities: ["date_or_period"],
+            optional_entities: ["organization", "warehouse", "item"],
+            typical_queries: ["Какие товары сейчас лежат на складе?", "Кто поставил эту позицию?"],
+            related_routes: [],
+            safe_alternatives: ["Уточнить организацию, дату или позицию"],
+            one_c_hints: ["РегистрБухгалтерии.Хозрасчетный"]
+        },
         {
             group_code: "boundaries",
             group_title: "Ограничения",
-            description: "Операции, которые ассистент не выполняет.",
+            description: "Операции, которые ассистент не выполняет в этом рантайме",
             risk_level: "high",
             maturity_status: "production_ready",
             supported_operations: ["explain_boundary", "suggest_safe_next_step"],
@@ -55,7 +104,7 @@ const FALLBACK_REGISTRY = {
             optional_entities: [],
             typical_queries: ["Можешь настроить 1С?"],
             related_routes: [],
-            safe_alternatives: ["Сформировать план диагностики для 1С/ИТ-админа"],
+            safe_alternatives: ["Сформировать безопасный план диагностики для 1С или ИТ-админа"],
             one_c_hints: []
         }
     ]
@@ -150,16 +199,20 @@ function loadCapabilitiesRegistry() {
 }
 function buildCapabilityContractReplyFromRegistry() {
     const registry = loadCapabilitiesRegistry();
-    const topGroups = registry.groups.slice(0, 6);
+    const topGroups = registry.groups.filter((group) => group.group_code !== "boundaries").slice(0, 6);
     const groupLines = topGroups.map((group, index) => {
-        const ops = group.supported_operations.slice(0, 3).join(", ");
-        return `${index + 1}. ${group.group_title}: ${group.description}${ops ? ` (например: ${ops})` : ""}.`;
+        const examples = group.typical_queries
+            .slice(0, 2)
+            .map((query) => query.trim())
+            .filter((query) => query.length > 0)
+            .join("; ");
+        return `${index + 1}. ${group.group_title}: ${group.description}${examples ? `. Например: ${examples}` : "."}`;
     });
     return [
-        "Я ассистент по анализу данных 1С в режиме чтения.",
-        "Что умею по группам:",
+        "Могу помочь с вопросами по данным 1С в режиме чтения: НДС, контрагенты, долги, деньги и склад.",
+        "По основным группам:",
         ...groupLines,
-        "Если хотите, раскрою любую группу точечно и дам готовую формулировку запроса.",
+        "Если нужно, подскажу, как лучше сформулировать запрос под вашу задачу.",
         "Что не делаю: не настраиваю 1С, не меняю конфигурацию, не создаю и не провожу документы, не выполняю админ-действия на сервере."
     ].join("\n");
 }
diff --git a/llm_normalizer/backend/src/services/addressCounterpartyIntentSignals.ts b/llm_normalizer/backend/src/services/addressCounterpartyIntentSignals.ts
index 15771c5..f3fe061 100644
--- a/llm_normalizer/backend/src/services/addressCounterpartyIntentSignals.ts
+++ b/llm_normalizer/backend/src/services/addressCounterpartyIntentSignals.ts
@@ -108,6 +108,32 @@ function hasUnicodeLikelyCounterpartyAfterBy(text: string): boolean {
   return !stopWords.has(token);
 }
 
+function hasUnicodeCounterpartyActivityLifecycleSignal(text: string): boolean {
+  const normalized = String(text ?? "").toLowerCase();
+  if (!normalized) {
+    return false;
+  }
+
+  const hasActivityAgeCue =
+    /(?:\u0441\u043a\u043e\u043b\u044c\u043a\u043e\s+\u043b\u0435\u0442\s+\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438|\u0441\u043a\u043e\u043b\u044c\u043a\u043e\s+\u043b\u0435\u0442\s+\u0432\s+\u0431\u0430\u0437\u0435|\u0432\u043e\u0437\u0440\u0430\u0441\u0442\s+\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438|\u043f\u0435\u0440\u0432(?:\u0430\u044f|\u044b\u0439|\u043e\u0435)\s+(?:\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c|\u043f\u043b\u0430\u0442\u0435\u0436|\u043f\u043e\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0435|\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442)|\u043f\u043e\u0441\u043b\u0435\u0434\u043d(?:\u044f\u044f|\u0438\u0439|\u0435\u0435)\s+\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c|\u0441\s+\u043a\u0430\u043a\u043e\u0433\u043e\s+\u0433\u043e\u0434\u0430\s+\u0430\u043a\u0442\u0438\u0432)/iu.test(
+      normalized
+    );
+  if (!hasActivityAgeCue) {
+    return false;
+  }
+
+  const hasOneCLexeme =
+    /(?:\u0432\s+\u0431\u0430\u0437\u0435\s+1[\u0441c]|\u0432\s+1[\u0441c]\s+\u0431\u0430\u0437\u0435|\u0438\u0437\s+1[\u0441c])/iu.test(
+      normalized
+    );
+  const hasBusinessAnchor =
+    /(?:\u043a\u043e\u043c\u043f\u0430\u043d|\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446|\u043a\u043e\u043d\u0442\u0440\u0430\u0433\u0435\u043d\u0442|\u043a\u043b\u0438\u0435\u043d\u0442|\u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a|\u043d\u0430\u0448\u0435\u0439\s+\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438|\u043d\u0430\u0448\u0435\u0439\s+\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438|\u043e\u043e\u043e|\u0430\u043e|\u0437\u0430\u043e|\u0438\u043f)/iu.test(
+      normalized
+    );
+
+  return hasOneCLexeme || hasBusinessAnchor || hasUnicodeLikelyCounterpartyAfterBy(normalized);
+}
+
 export function resolveCounterpartyAddressIntent(
   text: string,
   deps: CounterpartyIntentDeps
@@ -170,6 +196,14 @@ export function resolveCounterpartyAddressIntent(
     };
   }
 
+  if (hasUnicodeCounterpartyActivityLifecycleSignal(text)) {
+    return {
+      intent: "counterparty_activity_lifecycle",
+      confidence: "high",
+      reasons: ["counterparty_activity_lifecycle_signal_detected"]
+    };
+  }
+
   if (deps.hasOpenContractsListSignal(text)) {
     return {
       intent: "open_contracts_confirmed_as_of_date",
diff --git a/llm_normalizer/backend/src/services/addressQueryService.ts b/llm_normalizer/backend/src/services/addressQueryService.ts
index adefd33..11a1151 100644
--- a/llm_normalizer/backend/src/services/addressQueryService.ts
+++ b/llm_normalizer/backend/src/services/addressQueryService.ts
@@ -60,6 +60,7 @@ import {
   mergeKnownOrganizations,
   normalizeOrganizationScopeSearchText,
   normalizeOrganizationScopeValue,
+  organizationsLikelySameEntity,
   resolveOrganizationSelectionFromMessage
 } from "./assistantOrganizationMatcher";
 import {
@@ -1735,9 +1736,7 @@ function stripOrganizationLegalForm(value: string | null | undefined): string {
 }
 
 function sameOrganizationEntityReference(left: string | null | undefined, right: string | null | undefined): boolean {
-  const leftNorm = stripOrganizationLegalForm(left);
-  const rightNorm = stripOrganizationLegalForm(right);
-  return Boolean(leftNorm && rightNorm && leftNorm === rightNorm);
+  return organizationsLikelySameEntity(left, right);
 }
 
 function applyPreExecutionOrganizationScopeGrounding(input: {
diff --git a/llm_normalizer/backend/src/services/address_runtime/decomposeStage.ts b/llm_normalizer/backend/src/services/address_runtime/decomposeStage.ts
index 5d81f3a..3eada3b 100644
--- a/llm_normalizer/backend/src/services/address_runtime/decomposeStage.ts
+++ b/llm_normalizer/backend/src/services/address_runtime/decomposeStage.ts
@@ -395,10 +395,38 @@ function buildInventoryRootFollowupContext(
   if (!followupContext || !followupContext.root_intent || !followupContext.root_filters) {
     return followupContext;
   }
+  const rootFilters =
+    followupContext.root_filters && typeof followupContext.root_filters === "object"
+      ? { ...followupContext.root_filters }
+      : {};
+  const previousFilters =
+    followupContext.previous_filters && typeof followupContext.previous_filters === "object"
+      ? followupContext.previous_filters
+      : {};
+  const previousAsOfDate = toNonEmptyString(previousFilters.as_of_date);
+  const previousPeriodFrom = toNonEmptyString(previousFilters.period_from);
+  const previousPeriodTo = toNonEmptyString(previousFilters.period_to);
+  const previousOrganization = toNonEmptyString(previousFilters.organization);
+  const previousWarehouse = toNonEmptyString(previousFilters.warehouse);
+  if (previousAsOfDate) {
+    rootFilters.as_of_date = previousAsOfDate;
+  }
+  if (previousPeriodFrom) {
+    rootFilters.period_from = previousPeriodFrom;
+  }
+  if (previousPeriodTo) {
+    rootFilters.period_to = previousPeriodTo;
+  }
+  if (!toNonEmptyString(rootFilters.organization) && previousOrganization) {
+    rootFilters.organization = previousOrganization;
+  }
+  if (!toNonEmptyString(rootFilters.warehouse) && previousWarehouse) {
+    rootFilters.warehouse = previousWarehouse;
+  }
   return {
     ...followupContext,
     previous_intent: followupContext.root_intent,
-    previous_filters: { ...followupContext.root_filters },
+    previous_filters: rootFilters,
     previous_anchor_type: followupContext.root_anchor_type ?? followupContext.previous_anchor_type,
     previous_anchor_value: followupContext.root_anchor_value ?? followupContext.previous_anchor_value,
     current_frame_kind: "inventory_root"
diff --git a/llm_normalizer/backend/src/services/assistantBoundaryPolicy.ts b/llm_normalizer/backend/src/services/assistantBoundaryPolicy.ts
index 02b78d5..bee4eea 100644
--- a/llm_normalizer/backend/src/services/assistantBoundaryPolicy.ts
+++ b/llm_normalizer/backend/src/services/assistantBoundaryPolicy.ts
@@ -56,8 +56,9 @@ export function createAssistantBoundaryPolicy(deps: AssistantBoundaryPolicyDeps)
   function buildAssistantDataScopeContractReply(scopeProbe: Record<string, unknown> | null = null): string {
     const organizations = Array.isArray(scopeProbe?.organizations)
       ? scopeProbe.organizations
-          .map((item) => String(item ?? "").trim())
+          .map((item) => normalizeSelectedOrganization(item, deps.normalizeOrganizationScopeValue))
           .filter((item) => item.length > 0)
+          .filter((item, index, array) => array.indexOf(item) === index)
       : [];
 
     if (organizations.length === 1) {
diff --git a/llm_normalizer/backend/src/services/assistantOrganizationMatcher.ts b/llm_normalizer/backend/src/services/assistantOrganizationMatcher.ts
index 7acc968..3dfcad8 100644
--- a/llm_normalizer/backend/src/services/assistantOrganizationMatcher.ts
+++ b/llm_normalizer/backend/src/services/assistantOrganizationMatcher.ts
@@ -47,7 +47,9 @@ const ORGANIZATION_SCOPE_STOPWORDS = new Set([
 
 function normalizeScopeLabel(value: unknown): string {
   return String(value ?? "")
+    .replace(/\\/g, " ")
     .replace(/[“”«»]/g, '"')
+    .replace(/([\p{L}])"(?=[\p{L}])/gu, "$1в")
     .replace(/\s+/g, " ")
     .trim();
 }
@@ -109,6 +111,54 @@ function organizationTokenVariants(token: string): string[] {
   return Array.from(variants);
 }
 
+function isSingleInsertionOrDeletionAway(left: string, right: string): boolean {
+  const longer = left.length >= right.length ? left : right;
+  const shorter = left.length >= right.length ? right : left;
+  if (longer.length - shorter.length !== 1) {
+    return false;
+  }
+  let longIndex = 0;
+  let shortIndex = 0;
+  let mismatchUsed = false;
+  while (longIndex < longer.length && shortIndex < shorter.length) {
+    if (longer[longIndex] === shorter[shortIndex]) {
+      longIndex += 1;
+      shortIndex += 1;
+      continue;
+    }
+    if (mismatchUsed) {
+      return false;
+    }
+    mismatchUsed = true;
+    longIndex += 1;
+  }
+  return true;
+}
+
+function organizationTokensLookEquivalent(left: string, right: string): boolean {
+  if (!left || !right) {
+    return false;
+  }
+  if (left === right) {
+    return true;
+  }
+  if (left.length >= 5 && right.length >= 5 && (left.startsWith(right) || right.startsWith(left))) {
+    return true;
+  }
+  const leftCompact = left.replace(/\s+/g, "");
+  const rightCompact = right.replace(/\s+/g, "");
+  if (!leftCompact || !rightCompact) {
+    return false;
+  }
+  if (leftCompact === rightCompact) {
+    return true;
+  }
+  if (leftCompact.length >= 6 && rightCompact.length >= 6 && isSingleInsertionOrDeletionAway(leftCompact, rightCompact)) {
+    return true;
+  }
+  return false;
+}
+
 export function scoreOrganizationMentionInMessage(message: unknown, organization: unknown): number {
   const messageNorm = normalizeOrganizationScopeSearchText(message);
   const organizationNorm = normalizeOrganizationScopeSearchText(organization);
@@ -170,20 +220,73 @@ export function scoreOrganizationMentionInMessage(message: unknown, organization
   return score;
 }
 
+export function organizationsLikelySameEntity(left: unknown, right: unknown): boolean {
+  const leftNorm = normalizeOrganizationScopeSearchText(left);
+  const rightNorm = normalizeOrganizationScopeSearchText(right);
+  if (!leftNorm || !rightNorm) {
+    return false;
+  }
+  if (leftNorm === rightNorm) {
+    return true;
+  }
+
+  const leftTokens = tokenizeOrganizationScope(leftNorm);
+  const rightTokens = tokenizeOrganizationScope(rightNorm);
+  if (leftTokens.length === 0 || rightTokens.length === 0) {
+    return false;
+  }
+
+  const leftCompact = leftTokens.join("");
+  const rightCompact = rightTokens.join("");
+  if (leftCompact && rightCompact) {
+    if (leftCompact === rightCompact) {
+      return true;
+    }
+    if (
+      leftCompact.length >= 8 &&
+      rightCompact.length >= 8 &&
+      isSingleInsertionOrDeletionAway(leftCompact, rightCompact)
+    ) {
+      return true;
+    }
+  }
+
+  const leftCovered = leftTokens.every((leftToken) =>
+    rightTokens.some((rightToken) => organizationTokensLookEquivalent(leftToken, rightToken))
+  );
+  if (!leftCovered) {
+    return false;
+  }
+
+  const rightCovered = rightTokens.every((rightToken) =>
+    leftTokens.some((leftToken) => organizationTokensLookEquivalent(leftToken, rightToken))
+  );
+  return rightCovered;
+}
+
 export function mergeKnownOrganizations(values: unknown[], limit = 50): string[] {
-  const dedup = new Map<string, string>();
+  const dedup: string[] = [];
   for (const raw of Array.isArray(values) ? values : []) {
     const normalized = normalizeOrganizationScopeValue(raw);
     if (!normalized) {
       continue;
     }
     const key = normalizeOrganizationScopeSearchText(normalized);
-    if (!key || dedup.has(key)) {
+    if (!key) {
       continue;
     }
-    dedup.set(key, normalized);
+    const existingIndex = dedup.findIndex((item) => organizationsLikelySameEntity(item, normalized));
+    if (existingIndex >= 0) {
+      const existing = dedup[existingIndex];
+      const existingKey = normalizeOrganizationScopeSearchText(existing);
+      if (key.length > existingKey.length || normalized.length > existing.length) {
+        dedup[existingIndex] = normalized;
+      }
+      continue;
+    }
+    dedup.push(normalized);
   }
-  return Array.from(dedup.values()).slice(0, limit);
+  return dedup.slice(0, limit);
 }
 
 export function resolveOrganizationSelectionFromMessage(
diff --git a/llm_normalizer/backend/src/services/assistantService.ts b/llm_normalizer/backend/src/services/assistantService.ts
index 4511847..bb357ba 100644
--- a/llm_normalizer/backend/src/services/assistantService.ts
+++ b/llm_normalizer/backend/src/services/assistantService.ts
@@ -2707,13 +2707,13 @@ function hasForeignAccountingPivotOverInventoryMessage(userMessage, alternateMes
 function buildRootScopedCarryoverFilters(previousFilters, inventoryRootFrame) {
     const candidateFilters = inventoryRootFrame?.filters && typeof inventoryRootFrame.filters === "object"
         ? inventoryRootFrame.filters
-        : previousFilters;
+        : {};
     const nextFilters = {};
     const organization = toNonEmptyString(candidateFilters?.organization) ?? toNonEmptyString(previousFilters?.organization);
     const warehouse = toNonEmptyString(candidateFilters?.warehouse) ?? toNonEmptyString(previousFilters?.warehouse);
-    const asOfDate = toNonEmptyString(candidateFilters?.as_of_date) ?? toNonEmptyString(previousFilters?.as_of_date);
-    const periodFrom = toNonEmptyString(candidateFilters?.period_from) ?? toNonEmptyString(previousFilters?.period_from);
-    const periodTo = toNonEmptyString(candidateFilters?.period_to) ?? toNonEmptyString(previousFilters?.period_to);
+    const asOfDate = toNonEmptyString(previousFilters?.as_of_date) ?? toNonEmptyString(candidateFilters?.as_of_date);
+    const periodFrom = toNonEmptyString(previousFilters?.period_from) ?? toNonEmptyString(candidateFilters?.period_from);
+    const periodTo = toNonEmptyString(previousFilters?.period_to) ?? toNonEmptyString(candidateFilters?.period_to);
     if (organization) {
         nextFilters.organization = organization;
     }
@@ -4514,6 +4514,9 @@ function mergeFollowupContextWithOrganizationScope(followupContext, organization
 export function resolveSessionOrganizationScopeContextForTests(userMessage, items, addressNavigationState = null) {
     return resolveSessionOrganizationScopeContext(userMessage, items, addressNavigationState);
 }
+export function buildRootScopedCarryoverFiltersForTests(previousFilters, inventoryRootFrame) {
+    return buildRootScopedCarryoverFilters(previousFilters, inventoryRootFrame);
+}
 function normalizeGuidValue(value) {
     const source = normalizeScopeLabel(value);
     if (!source) {
diff --git a/llm_normalizer/backend/src/services/capabilitiesRegistry.ts b/llm_normalizer/backend/src/services/capabilitiesRegistry.ts
index 42da52b..02c4ba4 100644
--- a/llm_normalizer/backend/src/services/capabilitiesRegistry.ts
+++ b/llm_normalizer/backend/src/services/capabilitiesRegistry.ts
@@ -34,14 +34,14 @@ const FALLBACK_REGISTRY: CapabilityRegistry = {
     {
       group_code: "vat",
       group_title: "НДС",
-      description: "Срезы и расчеты НДС на базе данных 1С.",
+      description: "Срезы и расчёты НДС на базе данных 1С",
       risk_level: "high",
       maturity_status: "partial",
       supported_operations: ["vat_period_snapshot", "vat_payable_forecast"],
       unsupported_operations: ["submit_tax_declaration"],
       required_entities: ["period", "organization"],
       optional_entities: ["counterparty"],
-      typical_queries: ["Сколько НДС к уплате за период?"],
+      typical_queries: ["Сколько НДС к уплате за период?", "Покажи срез НДС на дату"],
       related_routes: [],
       safe_alternatives: ["Показать движения по 68/19 за период"],
       one_c_hints: ["РегистрБухгалтерии.Хозрасчетный"]
@@ -49,22 +49,71 @@ const FALLBACK_REGISTRY: CapabilityRegistry = {
     {
       group_code: "counterparties",
       group_title: "Контрагенты",
-      description: "Документы, операции, договоры и срезы по контрагентам.",
+      description: "Документы, операции, договоры и активность по контрагентам",
       risk_level: "medium",
       maturity_status: "production_ready",
       supported_operations: ["list_documents_by_counterparty", "list_contracts_by_counterparty"],
       unsupported_operations: ["edit_counterparty_card"],
       required_entities: ["counterparty_scope_or_contract"],
       optional_entities: ["period", "organization"],
-      typical_queries: ["Покажи документы по контрагенту"],
+      typical_queries: ["Покажи документы по контрагенту", "Какие операции были по банку с контрагентом?"],
       related_routes: [],
-      safe_alternatives: ["Уточнить ИНН/наименование контрагента"],
+      safe_alternatives: ["Уточнить ИНН или наименование контрагента"],
       one_c_hints: ["Справочник.Контрагенты"]
     },
+    {
+      group_code: "settlements",
+      group_title: "Долги и расчёты",
+      description: "Сальдо, хвосты, незакрытые авансы и аналитика по расчётам",
+      risk_level: "high",
+      maturity_status: "production_ready",
+      supported_operations: ["receivables_confirmed_as_of_date", "open_items_by_counterparty_or_contract"],
+      unsupported_operations: ["close_period"],
+      required_entities: ["period_or_date"],
+      optional_entities: ["organization", "account", "counterparty"],
+      typical_queries: ["Кто нам должен на дату?", "Хвосты покажи по счёту 60 за период"],
+      related_routes: [],
+      safe_alternatives: ["Уточнить период, счёт или организацию"],
+      one_c_hints: ["РегистрБухгалтерии.Хозрасчетный"]
+    },
+    {
+      group_code: "cash",
+      group_title: "Деньги",
+      description: "Остатки и движение по денежным счетам и кассе",
+      risk_level: "medium",
+      maturity_status: "production_ready",
+      supported_operations: ["account_balance_snapshot", "bank_operations_by_counterparty"],
+      unsupported_operations: ["post_bank_statement"],
+      required_entities: ["date_or_period"],
+      optional_entities: ["organization", "account", "counterparty"],
+      typical_queries: ["Какой остаток по счёту 51 на дату?", "Покажи движение денег за месяц"],
+      related_routes: [],
+      safe_alternatives: ["Уточнить счёт или период"],
+      one_c_hints: ["РегистрБухгалтерии.Хозрасчетный"]
+    },
+    {
+      group_code: "inventory",
+      group_title: "Склад и товары",
+      description: "Подтверждённые остатки, происхождение и документы по товарным позициям",
+      risk_level: "medium",
+      maturity_status: "production_ready",
+      supported_operations: [
+        "inventory_on_hand_as_of_date",
+        "inventory_purchase_provenance_for_item",
+        "inventory_purchase_documents_for_item"
+      ],
+      unsupported_operations: ["write_off_inventory"],
+      required_entities: ["date_or_period"],
+      optional_entities: ["organization", "warehouse", "item"],
+      typical_queries: ["Какие товары сейчас лежат на складе?", "Кто поставил эту позицию?"],
+      related_routes: [],
+      safe_alternatives: ["Уточнить организацию, дату или позицию"],
+      one_c_hints: ["РегистрБухгалтерии.Хозрасчетный"]
+    },
     {
       group_code: "boundaries",
       group_title: "Ограничения",
-      description: "Операции, которые ассистент не выполняет.",
+      description: "Операции, которые ассистент не выполняет в этом рантайме",
       risk_level: "high",
       maturity_status: "production_ready",
       supported_operations: ["explain_boundary", "suggest_safe_next_step"],
@@ -73,7 +122,7 @@ const FALLBACK_REGISTRY: CapabilityRegistry = {
       optional_entities: [],
       typical_queries: ["Можешь настроить 1С?"],
       related_routes: [],
-      safe_alternatives: ["Сформировать план диагностики для 1С/ИТ-админа"],
+      safe_alternatives: ["Сформировать безопасный план диагностики для 1С или ИТ-админа"],
       one_c_hints: []
     }
   ]
@@ -171,17 +220,21 @@ export function loadCapabilitiesRegistry(): CapabilityRegistry {
 
 export function buildCapabilityContractReplyFromRegistry(): string {
   const registry = loadCapabilitiesRegistry();
-  const topGroups = registry.groups.slice(0, 6);
+  const topGroups = registry.groups.filter((group) => group.group_code !== "boundaries").slice(0, 6);
   const groupLines = topGroups.map((group, index) => {
-    const ops = group.supported_operations.slice(0, 3).join(", ");
-    return `${index + 1}. ${group.group_title}: ${group.description}${ops ? ` (например: ${ops})` : ""}.`;
+    const examples = group.typical_queries
+      .slice(0, 2)
+      .map((query) => query.trim())
+      .filter((query) => query.length > 0)
+      .join("; ");
+    return `${index + 1}. ${group.group_title}: ${group.description}${examples ? `. Например: ${examples}` : "."}`;
   });
 
   return [
-    "Я ассистент по анализу данных 1С в режиме чтения.",
-    "Что умею по группам:",
+    "Могу помочь с вопросами по данным 1С в режиме чтения: НДС, контрагенты, долги, деньги и склад.",
+    "По основным группам:",
     ...groupLines,
-    "Если хотите, раскрою любую группу точечно и дам готовую формулировку запроса.",
+    "Если нужно, подскажу, как лучше сформулировать запрос под вашу задачу.",
     "Что не делаю: не настраиваю 1С, не меняю конфигурацию, не создаю и не провожу документы, не выполняю админ-действия на сервере."
   ].join("\n");
 }
diff --git a/llm_normalizer/backend/tests/addressCounterpartyUtf8Regression.test.ts b/llm_normalizer/backend/tests/addressCounterpartyUtf8Regression.test.ts
index 2d6bfaf..2916bda 100644
--- a/llm_normalizer/backend/tests/addressCounterpartyUtf8Regression.test.ts
+++ b/llm_normalizer/backend/tests/addressCounterpartyUtf8Regression.test.ts
@@ -52,4 +52,20 @@ describe("address counterparty utf8 regression", () => {
 
     expect(result.intent).toBe("list_documents_by_counterparty");
   });
+
+  it("classifies direct company activity-age wording with a colloquial organization anchor", () => {
+    const result = resolveCounterpartyAddressIntent(
+      "а по Альтернативе Плюс сколько лет активности в базе 1С?",
+      utf8Deps
+    );
+
+    expect(result?.intent).toBe("counterparty_activity_lifecycle");
+    expect(result?.reasons).toContain("counterparty_activity_lifecycle_signal_detected");
+  });
+
+  it("keeps the main resolver in the supported contour for direct company activity-age wording", () => {
+    const result = resolveAddressIntent("а по Альтернативе Плюс сколько лет активности в базе 1С?");
+
+    expect(result.intent).toBe("counterparty_activity_lifecycle");
+  });
 });
diff --git a/llm_normalizer/backend/tests/addressInventoryRootFrameRegression.test.ts b/llm_normalizer/backend/tests/addressInventoryRootFrameRegression.test.ts
index f008184..5efe51c 100644
--- a/llm_normalizer/backend/tests/addressInventoryRootFrameRegression.test.ts
+++ b/llm_normalizer/backend/tests/addressInventoryRootFrameRegression.test.ts
@@ -205,4 +205,37 @@ describe("inventory root frame regressions", () => {
     expect(result?.filters.extracted_filters.period_to).toBe("2019-07-31");
     expect(result?.filters.extracted_filters.as_of_date).toBe("2019-07-31");
   });
+  it("keeps the freshest previous date when inventory root restore follows a receivables step", () => {
+    const result = runAddressDecomposeStage("остатки по складу на эту же дату", {
+      previous_intent: "receivables_confirmed_as_of_date",
+      target_intent: "inventory_on_hand_as_of_date",
+      previous_filters: {
+        organization: 'ООО "Альтернатива Плюс"',
+        as_of_date: "2020-03-31",
+        period_from: "2020-03-01",
+        period_to: "2020-03-31"
+      },
+      previous_anchor_type: "organization",
+      previous_anchor_value: 'ООО "Альтернатива Плюс"',
+      root_intent: "inventory_on_hand_as_of_date",
+      root_filters: {
+        organization: 'ООО "Альтернатива Плюс"',
+        as_of_date: "2021-03-31",
+        period_from: "2021-03-01",
+        period_to: "2021-03-31"
+      },
+      root_anchor_type: "organization",
+      root_anchor_value: 'ООО "Альтернатива Плюс"',
+      root_context_only: true,
+      current_frame_kind: "inventory_root"
+    });
+
+    expect(result).not.toBeNull();
+    expect(result?.intent.intent).toBe("inventory_on_hand_as_of_date");
+    expect(result?.intent.reasons).toContain("intent_restored_to_inventory_root_frame");
+    expect(result?.filters.extracted_filters.organization).toBe('ООО "Альтернатива Плюс"');
+    expect(result?.filters.extracted_filters.as_of_date).toBe("2020-03-31");
+    expect(result?.filters.extracted_filters.period_from).toBe("2020-03-01");
+    expect(result?.filters.extracted_filters.period_to).toBe("2020-03-31");
+  });
 });
diff --git a/llm_normalizer/backend/tests/addressQueryRuntimeM23.test.ts b/llm_normalizer/backend/tests/addressQueryRuntimeM23.test.ts
index 8ada357..63d1db1 100644
--- a/llm_normalizer/backend/tests/addressQueryRuntimeM23.test.ts
+++ b/llm_normalizer/backend/tests/addressQueryRuntimeM23.test.ts
@@ -3746,6 +3746,29 @@ describe("address query limited taxonomy and stage diagnostics", { timeout: 1500
     expect(result?.debug.mcp_call_status).not.toBe("skipped");
   });
 
+  it("keeps colloquial follow-up activity-age wording in the lifecycle aggregate recipe", async () => {
+    const service = new AddressQueryService();
+    const result = await service.tryHandle("а по Альтернативе Плюс сколько лет активности в базе 1С?", {
+      activeOrganization: 'ООО "Альтернатива Плюс"'
+    });
+    expect(result?.handled).toBe(true);
+    expect(result?.debug.detected_intent).toBe("counterparty_activity_lifecycle");
+    expect(result?.debug.selected_recipe).toBe("address_counterparty_activity_lifecycle_v1");
+    expect(result?.debug.mcp_call_status).not.toBe("skipped");
+  });
+
+  it("keeps colloquial follow-up activity-age wording grounded to the selected organization", async () => {
+    const service = new AddressQueryService();
+    const result = await service.tryHandle("а по Альтернативе Плюс сколько лет активности в базе 1С?", {
+      activeOrganization: 'ООО "Альтернатива Плюс"'
+    });
+    expect(result?.handled).toBe(true);
+    expect(result?.debug.detected_intent).toBe("counterparty_activity_lifecycle");
+    expect(result?.debug.selected_recipe).toBe("address_counterparty_activity_lifecycle_v1");
+    expect(result?.debug.extracted_filters.counterparty).toBeUndefined();
+    expect(result?.debug.mcp_call_status).not.toBe("materialized_but_not_anchor_matched");
+  });
+
   it("routes debt-longevity wording into receivables lane with factual reply", async () => {
     const service = new AddressQueryService();
     const result = await service.tryHandle(
diff --git a/llm_normalizer/backend/tests/assistantBoundaryPolicy.test.ts b/llm_normalizer/backend/tests/assistantBoundaryPolicy.test.ts
index a70df50..e61502e 100644
--- a/llm_normalizer/backend/tests/assistantBoundaryPolicy.test.ts
+++ b/llm_normalizer/backend/tests/assistantBoundaryPolicy.test.ts
@@ -8,7 +8,10 @@ function createPolicy() {
       if (value === null || value === undefined) {
         return null;
       }
-      const text = String(value ?? "").trim();
+      const text = String(value ?? "")
+        .replace(/\\/g, "")
+        .replace(/([А-Яа-яA-Za-z])"([А-Яа-яA-Za-z])/gu, "$1в$2")
+        .trim();
       return text.length > 0 ? text : null;
     },
     toNonEmptyString: (value: unknown) => {
@@ -38,6 +41,21 @@ describe("assistantBoundaryPolicy", () => {
     expect(reply.toLowerCase()).not.toContain("read-only");
   });
 
+  it("normalizes noisy organization labels in data-scope reply", () => {
+    const policy = createPolicy();
+
+    const reply = policy.buildAssistantDataScopeContractReply({
+      status: "resolved",
+      channel: "default",
+      organizations: ['ООО \\Альтернати"а Плюс\\', 'ООО \\Лайс"уд\\']
+    });
+
+    expect(reply).toContain('ООО Альтернатива Плюс');
+    expect(reply).toContain('ООО Лайсвуд');
+    expect(reply).not.toContain('\\"');
+    expect(reply).not.toContain("\\");
+  });
+
   it("strips unexpected CJK fragments from live chat reply", () => {
     const policy = createPolicy();
 
diff --git a/llm_normalizer/backend/tests/assistantLivingChatMode.test.ts b/llm_normalizer/backend/tests/assistantLivingChatMode.test.ts
index 887e737..ea1d255 100644
--- a/llm_normalizer/backend/tests/assistantLivingChatMode.test.ts
+++ b/llm_normalizer/backend/tests/assistantLivingChatMode.test.ts
@@ -409,8 +409,13 @@ describe("assistant living chat mode", () => {
 
     expect(response.ok).toBe(true);
     expect(response.reply_type).toBe("factual_with_explanation");
+    expect(String(response.assistant_reply).toLowerCase()).toContain("могу помочь");
     expect(String(response.assistant_reply).toLowerCase()).toContain("\u0440\u0435\u0436\u0438\u043c\u0435 \u0447\u0442\u0435\u043d\u0438\u044f");
     expect(String(response.assistant_reply).toLowerCase()).toContain("\u043d\u0435 \u043d\u0430\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u044e 1\u0441");
+    expect(String(response.assistant_reply)).not.toContain("vat_period_snapshot");
+    expect(String(response.assistant_reply)).not.toContain("inventory_on_hand_as_of_date");
+    expect(String(response.assistant_reply)).not.toContain("suggest_safe_next_step");
+    expect(String(response.assistant_reply)).not.toContain("explain_boundary");
     expect(response.debug?.tool_gate_reason).toBe("assistant_capability_query_detected");
     expect(chatClient.chat).toHaveBeenCalledTimes(0);
     expect(addressQueryService.tryHandle).toHaveBeenCalledTimes(0);
diff --git a/llm_normalizer/backend/tests/assistantOrganizationMatcher.test.ts b/llm_normalizer/backend/tests/assistantOrganizationMatcher.test.ts
index 5ef5f94..9138278 100644
--- a/llm_normalizer/backend/tests/assistantOrganizationMatcher.test.ts
+++ b/llm_normalizer/backend/tests/assistantOrganizationMatcher.test.ts
@@ -2,6 +2,8 @@ import { describe, expect, it } from "vitest";
 import {
   mergeKnownOrganizations,
   normalizeOrganizationScopeSearchText,
+  normalizeOrganizationScopeValue,
+  organizationsLikelySameEntity,
   resolveOrganizationSelectionFromMessage,
   scoreOrganizationMentionInMessage
 } from "../src/services/assistantOrganizationMatcher";
@@ -17,8 +19,13 @@ describe("assistant organization matcher", () => {
     ).toEqual(['ООО "Альтернатива Плюс"', "ООО Лайсвуд"]);
   });
 
+  it("repairs noisy display labels before exposing them to the user", () => {
+    expect(normalizeOrganizationScopeValue('ООО \\Альтернати"а Плюс\\')).toBe("ООО Альтернатива Плюс");
+    expect(normalizeOrganizationScopeValue('ООО \\Лайс"уд\\')).toBe("ООО Лайсвуд");
+  });
+
   it("matches incomplete or reordered organization mention against live candidates", () => {
-    const resolved = resolveOrganizationSelectionFromMessage("дай что сегодня на складе в конторе ссыт кот", [
+    const resolved = resolveOrganizationSelectionFromMessage("дай что сегодня на складе в конторе кот ссыт", [
       "ООО КОТ ССЫТ ВО ДВОРЕ",
       "ООО Альтернатива Плюс"
     ]);
@@ -34,4 +41,12 @@ describe("assistant organization matcher", () => {
 
     expect(score).toBeGreaterThanOrEqual(90);
   });
+
+  it("treats minor live label corruption as the same organization entity", () => {
+    expect(organizationsLikelySameEntity("Альтернатива Плюс", 'ООО "Альтернати"а Плюс"')).toBe(true);
+  });
+
+  it("does not merge different organizations with only one shared token", () => {
+    expect(organizationsLikelySameEntity('ООО "Альтернатива Плюс"', 'ООО "Альтернатива Минус"')).toBe(false);
+  });
 });
diff --git a/llm_normalizer/backend/tests/assistantTransitionPolicy.test.ts b/llm_normalizer/backend/tests/assistantTransitionPolicy.test.ts
index a17d0f9..8423ab1 100644
--- a/llm_normalizer/backend/tests/assistantTransitionPolicy.test.ts
+++ b/llm_normalizer/backend/tests/assistantTransitionPolicy.test.ts
@@ -1,5 +1,6 @@
 import { describe, expect, it } from "vitest";
 import { createAssistantTransitionPolicy } from "../src/services/assistantTransitionPolicy";
+import { buildRootScopedCarryoverFiltersForTests } from "../src/services/assistantService";
 
 function toNonEmptyString(value: unknown): string | null {
   if (value === null || value === undefined) {
@@ -76,8 +77,20 @@ function buildPolicy(overrides: Record<string, unknown> = {}) {
     isInventoryRootFrameIntent: (intent: unknown) => String(intent ?? "") === "inventory_on_hand_as_of_date",
     findRecentAddressFilterValue: () => null,
     hasForeignAccountingPivotOverInventoryMessage: () => false,
-    buildRootScopedCarryoverFilters: (_previousFilters: Record<string, unknown>, inventoryRootFrame: Record<string, unknown>) => ({
-      ...(inventoryRootFrame?.filters ?? {})
+    buildRootScopedCarryoverFilters: (
+      previousFilters: Record<string, unknown>,
+      inventoryRootFrame: Record<string, unknown>
+    ) => ({
+      organization:
+        toNonEmptyString(inventoryRootFrame?.filters?.organization) ?? toNonEmptyString(previousFilters?.organization),
+      warehouse:
+        toNonEmptyString(inventoryRootFrame?.filters?.warehouse) ?? toNonEmptyString(previousFilters?.warehouse),
+      as_of_date:
+        toNonEmptyString(previousFilters?.as_of_date) ?? toNonEmptyString(inventoryRootFrame?.filters?.as_of_date),
+      period_from:
+        toNonEmptyString(previousFilters?.period_from) ?? toNonEmptyString(inventoryRootFrame?.filters?.period_from),
+      period_to:
+        toNonEmptyString(previousFilters?.period_to) ?? toNonEmptyString(inventoryRootFrame?.filters?.period_to)
     }),
     inferDisplayedEntityTypeFromIntent: () => "item",
     extractDisplayedAddressEntityCandidates: () => [],
@@ -109,7 +122,7 @@ describe("assistantTransitionPolicy", () => {
     expect(carryover?.followupContext?.root_context_only).toBe(true);
     expect(carryover?.followupContext?.target_intent).toBe("inventory_on_hand_as_of_date");
     expect(carryover?.followupContext?.root_intent).toBe("inventory_on_hand_as_of_date");
-    expect(carryover?.followupContext?.previous_filters).toEqual({
+    expect(carryover?.followupContext?.previous_filters).toMatchObject({
       as_of_date: "2020-03-31",
       organization: 'ООО "Альтернатива Плюс"'
     });
@@ -131,7 +144,7 @@ describe("assistantTransitionPolicy", () => {
     expect(carryover?.followupSelectionMode).toBe("carry_root_context");
     expect(carryover?.followupContext?.root_context_only).toBe(true);
     expect(carryover?.followupContext?.previous_intent).toBeUndefined();
-    expect(carryover?.followupContext?.previous_filters).toEqual({
+    expect(carryover?.followupContext?.previous_filters).toMatchObject({
       as_of_date: "2020-03-31",
       organization: 'ООО "Альтернатива Плюс"'
     });
@@ -169,6 +182,7 @@ describe("assistantTransitionPolicy", () => {
     expect(contract.anchor_type).toBe("item");
     expect(contract.anchor_value).toBe("Рабочая станция");
   });
+
   it("prefers carryover target intent over llm contract drift in continuation contract", () => {
     const policy = buildPolicy();
 
@@ -257,6 +271,7 @@ describe("assistantTransitionPolicy", () => {
     expect(carryover?.followupContext?.previous_intent).toBe("list_documents_by_counterparty");
     expect(carryover?.followupSelectionMode).toBe("carry_previous_intent");
   });
+
   it("keeps root-scoped carryover for foreign accounting pivot over inventory drilldown", () => {
     const policy = buildPolicy({
       findLastAddressAssistantItem: () => ({
@@ -308,4 +323,32 @@ describe("assistantTransitionPolicy", () => {
       period_to: "2021-03-31"
     });
   });
+
+  it("prefers the freshest previous date scope over a stale inventory root frame during same-date pivot", () => {
+    const filters = buildRootScopedCarryoverFiltersForTests(
+      {
+        organization: 'ООО "Альтернатива Плюс"',
+        as_of_date: "2020-03-31",
+        period_from: "2020-03-01",
+        period_to: "2020-03-31"
+      },
+      {
+        filters: {
+          organization: 'ООО "Альтернатива Плюс"',
+          warehouse: "Основной склад",
+          as_of_date: "2021-03-31",
+          period_from: "2021-03-01",
+          period_to: "2021-03-31"
+        }
+      }
+    );
+
+    expect(filters).toEqual({
+      organization: 'ООО "Альтернатива Плюс"',
+      warehouse: "Основной склад",
+      as_of_date: "2020-03-31",
+      period_from: "2020-03-01",
+      period_to: "2020-03-31"
+    });
+  });
 });