diff --git a/llm_normalizer/backend/dist/services/address_runtime/composeStage.js b/llm_normalizer/backend/dist/services/address_runtime/composeStage.js
index b2e861e..157c291 100644
--- a/llm_normalizer/backend/dist/services/address_runtime/composeStage.js
+++ b/llm_normalizer/backend/dist/services/address_runtime/composeStage.js
@@ -3159,7 +3159,7 @@ function composeFactualReplyBody(intent, rows, options = {}) {
             : `Коротко: подтвержденный НДС к уплате за налоговый период${organizationScopeLabel} — ${formatConfirmedMoney(vatToPay)}.`;
         const lines = [
             directVatLine,
-            "Расчет сделан по книгам продаж и покупок.",
+            "Расчет сделан по подтвержденным строкам книг продаж и покупок.",
             "",
             "Что вошло в расчет:",
             ...(organizationLabel ? [`- Организация: ${organizationLabel}.`] : []),
@@ -3169,6 +3169,7 @@ function composeFactualReplyBody(intent, rows, options = {}) {
             `- НДС по книге покупок (вычеты): ${formatConfirmedMoney(purchaseVat)}.`,
             `- Нетто НДС (книга продаж - книга покупок): ${formatConfirmedMoney(netVat)}.`
         ];
+        lines.push("", "Граница вывода: это подтвержденный баланс по найденным строкам книг продаж/покупок, но не полный налоговый вердикт и не сверка декларации; для финального вывода нужно отдельно проверить корректировки, применимость вычетов, закрытие периода и первичные документы.");
         if (rows.length === 0) {
             lines.push("", "За выбранный налоговый период не найдены строки книг продаж/покупок, поэтому подтвержденная сумма к уплате равна 0.");
         }
diff --git a/llm_normalizer/backend/dist/services/assistantAddressOrchestrationRuntimeAdapter.js b/llm_normalizer/backend/dist/services/assistantAddressOrchestrationRuntimeAdapter.js
index 211e960..4b34f48 100644
--- a/llm_normalizer/backend/dist/services/assistantAddressOrchestrationRuntimeAdapter.js
+++ b/llm_normalizer/backend/dist/services/assistantAddressOrchestrationRuntimeAdapter.js
@@ -327,9 +327,6 @@ function parseBusinessOverviewProofBundlesFromTextV2(value, counterpartyHint, to
     return valueBundle || documentBundle ? { valueBundle, documentBundle } : null;
 }
 function findRecentBusinessOverviewProofBundles(input) {
-    if (!input.counterpartyHint) {
-        return null;
-    }
     for (let index = input.sessionItems.length - 1; index >= 0; index -= 1) {
         const item = toRecordObject(input.sessionItems[index]);
         if (input.toNonEmptyString(item?.role) !== "assistant") {
@@ -344,7 +341,7 @@ function findRecentBusinessOverviewProofBundles(input) {
             const documentBundle = toRecordObject(turnMeaningRef.previous_counterparty_document_bundle);
             if (valueBundle || documentBundle) {
                 const bundleCounterparty = turnMeaningCounterpartyName(turnMeaningRef, valueBundle, documentBundle, input.toNonEmptyString);
-                if (sameEntityHint(input.counterpartyHint, bundleCounterparty)) {
+                if (!input.counterpartyHint || sameEntityHint(input.counterpartyHint, bundleCounterparty)) {
                     return { valueBundle, documentBundle };
                 }
             }
@@ -356,7 +353,7 @@ function findRecentBusinessOverviewProofBundles(input) {
         }
         const parsedCounterparty = input.toNonEmptyString(parsedBundles.valueBundle?.counterparty) ??
             input.toNonEmptyString(parsedBundles.documentBundle?.counterparty);
-        if (!sameEntityHint(input.counterpartyHint, parsedCounterparty)) {
+        if (input.counterpartyHint && !sameEntityHint(input.counterpartyHint, parsedCounterparty)) {
             continue;
         }
         return parsedBundles;
@@ -381,7 +378,7 @@ function mergeBusinessOverviewProofBundlesFromNavigationState(input) {
     const entities = toRecordObject(input.predecomposeContract?.entities);
     const hasCurrentOrganizationSelection = Boolean(input.toNonEmptyString(entities?.organization));
     const businessOverviewFollowup = isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString);
-    if (!hasComparisonScopeProofCue(input.userMessage)) {
+    if (!hasComparisonScopeProofCue(input.userMessage) && !hasCurrentOrganizationSelection) {
         return input.followupContext;
     }
     if (!businessOverviewFollowup && !hasCurrentOrganizationSelection) {
@@ -416,10 +413,13 @@ function mergeBusinessOverviewProofBundlesFromNavigationState(input) {
     };
 }
 function mergeBusinessOverviewProofBundlesFromSessionItems(input) {
-    if (!hasComparisonScopeProofCue(input.userMessage)) {
+    const businessOverviewFollowup = isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString);
+    const entities = toRecordObject(input.predecomposeContract?.entities);
+    const hasCurrentOrganizationSelection = Boolean(input.toNonEmptyString(entities?.organization));
+    if (!hasComparisonScopeProofCue(input.userMessage) && !businessOverviewFollowup && !hasCurrentOrganizationSelection) {
         return input.followupContext;
     }
-    if (!isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString)) {
+    if (!businessOverviewFollowup && !hasCurrentOrganizationSelection) {
         return input.followupContext;
     }
     const currentValueBundle = toRecordObject(input.followupContext?.previous_discovery_bidirectional_value_flow);
@@ -438,8 +438,21 @@ function mergeBusinessOverviewProofBundlesFromSessionItems(input) {
     if (!proofBundles) {
         return input.followupContext;
     }
+    const recoveredCounterparty = counterpartyHint ??
+        input.toNonEmptyString(proofBundles.valueBundle?.counterparty) ??
+        input.toNonEmptyString(proofBundles.documentBundle?.counterparty);
     return {
         ...(input.followupContext ?? {}),
+        previous_intent: input.toNonEmptyString(input.followupContext?.previous_intent) ?? "business_overview",
+        target_intent: input.toNonEmptyString(input.followupContext?.target_intent) ?? "business_overview",
+        previous_discovery_pilot_scope: input.toNonEmptyString(input.followupContext?.previous_discovery_pilot_scope) ??
+            "business_overview_route_template_v1",
+        previous_discovery_loop_selected_chain_id: input.toNonEmptyString(input.followupContext?.previous_discovery_loop_selected_chain_id) ?? "business_overview",
+        previous_discovery_loop_asked_domain_family: input.toNonEmptyString(input.followupContext?.previous_discovery_loop_asked_domain_family) ?? "business_overview",
+        previous_discovery_loop_asked_action_family: input.toNonEmptyString(input.followupContext?.previous_discovery_loop_asked_action_family) ?? "broad_evaluation",
+        previous_discovery_loop_metadata_scope_hint: input.toNonEmptyString(input.followupContext?.previous_discovery_loop_metadata_scope_hint) ?? recoveredCounterparty ?? undefined,
+        previous_anchor_type: input.toNonEmptyString(input.followupContext?.previous_anchor_type) ?? (recoveredCounterparty ? "counterparty" : undefined),
+        previous_anchor_value: input.toNonEmptyString(input.followupContext?.previous_anchor_value) ?? recoveredCounterparty ?? undefined,
         previous_discovery_bidirectional_value_flow: currentValueBundle ?? proofBundles.valueBundle ?? undefined,
         previous_discovery_document_summary: currentDocumentBundle ?? proofBundles.documentBundle ?? undefined
     };
@@ -620,6 +633,7 @@ async function buildAssistantAddressOrchestrationRuntime(input) {
     const discoveryFollowupContextWithProofBundles = mergeBusinessOverviewProofBundlesFromSessionItems({
         followupContext: discoveryFollowupContext,
         userMessage: input.userMessage,
+        predecomposeContract,
         sessionItems: input.sessionItems,
         toNonEmptyString: input.toNonEmptyString
     });
diff --git a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js
index 52cfd88..126fbb7 100644
--- a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js
+++ b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryResponseCandidate.js
@@ -933,7 +933,7 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
         return joinBusinessReplyLines(lines);
     }
     if (plainOrganizationClarificationSelection && (incomingAmount || outgoingAmount || netAmount)) {
-        lines.push(`Коротко: по компании ${organizationScope} ${period} подтвержден company-level денежный срез: входящие ${incomingAmount ?? "0 руб."}, исходящие ${outgoingAmount ?? "0 руб."}, операционное нетто ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`);
+        lines.push(`по компании ${organizationScope} ${period} подтвержден company-level денежный срез: входящие ${incomingAmount ?? "0 руб."}, исходящие ${outgoingAmount ?? "0 руб."}, операционное нетто ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`);
         if (previousCounterpartySummary) {
             lines.push(previousCounterpartySummary.line);
         }
@@ -1137,7 +1137,13 @@ function buildCompactBusinessOverviewReply(entryPoint, draft) {
         (actionFamily === "broad_evaluation" || unsupportedFamily === "broad_business_evaluation")) {
         const subject = organizationScope ?? "компания";
         const periodWithoutPrefix = period.replace(/^за\s+/iu, "");
-        lines.push(`Коротко: по ограниченному проверенному 1С-срезу ${subject} выглядит как бизнес с крупными контрактными денежными потоками и заметной зависимостью от нескольких крупных контрагентов, а не как равномерный поток мелких продаж; это не аудиторское заключение и не подтвержденная чистая прибыль.`);
+        const executiveFacts = [
+            incomingAmount ? `входящие ${incomingAmount}` : null,
+            outgoingAmount ? `исходящие ${outgoingAmount}` : null,
+            netAmount ? `${netDirection} ${sentenceAmount(netAmount) ?? netAmount}` : null
+        ].filter((value) => Boolean(value));
+        lines.push(`По подтвержденным строкам 1С ${subject} за ${periodWithoutPrefix}: ${executiveFacts.length > 0 ? executiveFacts.join(", ") : "денежные метрики не подтверждены"}; это ограниченный проверенный срез, не аудиторское заключение и не подтвержденная чистая прибыль.`);
+        lines.push("Интерпретация: по этому срезу видны крупные контрактные денежные потоки и заметная зависимость от нескольких крупных контрагентов, а не равномерный поток мелких продаж.");
         lines.push("Что видно в ограниченном денежном срезе:");
         if (incomingAmount) {
             lines.push(`- входящие деньги за ${periodWithoutPrefix}: ${incomingAmount};`);
diff --git a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js
index 5b1b712..05befe1 100644
--- a/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js
+++ b/llm_normalizer/backend/dist/services/assistantMcpDiscoveryTurnInputAdapter.js
@@ -2088,10 +2088,13 @@ function buildAssistantMcpDiscoveryTurnInput(input) {
             : undefined,
         explicit_entity_candidates: businessOverviewSignal || shouldPreserveBusinessOverviewSeparateCounterparty ? [] : entityCandidates,
         business_overview_separate_entity_candidates: businessOverviewSeparateEntityCandidates,
-        previous_counterparty_value_flow_bundle: businessOverviewSignal && followupSeed.previousBidirectionalValueFlow
+        previous_counterparty_value_flow_bundle: (businessOverviewSignal || shouldPreserveBusinessOverviewSeparateCounterparty) &&
+            followupSeed.previousBidirectionalValueFlow
             ? followupSeed.previousBidirectionalValueFlow
             : undefined,
-        previous_counterparty_document_bundle: businessOverviewSignal && followupSeed.previousDocumentSummary ? followupSeed.previousDocumentSummary : undefined,
+        previous_counterparty_document_bundle: (businessOverviewSignal || shouldPreserveBusinessOverviewSeparateCounterparty) && followupSeed.previousDocumentSummary
+            ? followupSeed.previousDocumentSummary
+            : undefined,
         metadata_ambiguity_entity_sets: metadataAmbiguityLaneClarificationApplicable && followupSeed.metadataAmbiguityEntitySets.length > 0
             ? followupSeed.metadataAmbiguityEntitySets
             : undefined,
diff --git a/llm_normalizer/backend/dist/services/assistantTransitionPolicy.js b/llm_normalizer/backend/dist/services/assistantTransitionPolicy.js
index fdd280c..400b919 100644
--- a/llm_normalizer/backend/dist/services/assistantTransitionPolicy.js
+++ b/llm_normalizer/backend/dist/services/assistantTransitionPolicy.js
@@ -409,7 +409,9 @@ function createAssistantTransitionPolicy(deps) {
         if (!text) {
             return null;
         }
-        const match = text.match(/Отдельно\s+по\s+контрагенту\s+([^:\n]+):\s*подтверждено\s+получили\s+([^,\n]+?руб\.?),\s*заплатили\s+([^,\n]+?руб\.?),\s*расчетное\s+нетто\s+в\s+нашу\s+сторону\s+([^.\n]+?руб\.?)/iu);
+        const boundaryMatch = text.match(/Отдельно\s+по\s+контрагенту\s+([^:\n]+):\s*подтверждено\s+получили\s+([^,\n]+?руб\.?),\s*заплатили\s+([^,\n]+?руб\.?),\s*расчетное\s+нетто\s+в\s+нашу\s+сторону\s+([^.\n]+?руб\.?)/iu);
+        const directMatch = text.match(/по\s+контрагенту\s+([^.\n]+?)\s+в\s+проверенном\s+окне[\s\S]{0,160}?получили\s+([^,\n]+?руб\.?),\s*заплатили\s+([^;\n]+?руб\.?);\s*расчетное\s+нетто\s+в\s+нашу\s+сторону:?\s*([^.\n]+?руб\.?)/iu);
+        const match = boundaryMatch ?? directMatch;
         if (!match?.[1] || !match?.[2] || !match?.[3] || !match?.[4]) {
             return null;
         }
diff --git a/llm_normalizer/backend/src/services/address_runtime/composeStage.ts b/llm_normalizer/backend/src/services/address_runtime/composeStage.ts
index dc07b22..dcb4ea3 100644
--- a/llm_normalizer/backend/src/services/address_runtime/composeStage.ts
+++ b/llm_normalizer/backend/src/services/address_runtime/composeStage.ts
@@ -4053,7 +4053,7 @@ function composeFactualReplyBody(
 
     const lines = [
       directVatLine,
-      "Расчет сделан по книгам продаж и покупок.",
+      "Расчет сделан по подтвержденным строкам книг продаж и покупок.",
       "",
       "Что вошло в расчет:",
       ...(organizationLabel ? [`- Организация: ${organizationLabel}.`] : []),
@@ -4063,6 +4063,10 @@ function composeFactualReplyBody(
       `- НДС по книге покупок (вычеты): ${formatConfirmedMoney(purchaseVat)}.`,
       `- Нетто НДС (книга продаж - книга покупок): ${formatConfirmedMoney(netVat)}.`
     ];
+    lines.push(
+      "",
+      "Граница вывода: это подтвержденный баланс по найденным строкам книг продаж/покупок, но не полный налоговый вердикт и не сверка декларации; для финального вывода нужно отдельно проверить корректировки, применимость вычетов, закрытие периода и первичные документы."
+    );
 
     if (rows.length === 0) {
       lines.push(
diff --git a/llm_normalizer/backend/src/services/assistantAddressOrchestrationRuntimeAdapter.ts b/llm_normalizer/backend/src/services/assistantAddressOrchestrationRuntimeAdapter.ts
index c4a533a..cf2a454 100644
--- a/llm_normalizer/backend/src/services/assistantAddressOrchestrationRuntimeAdapter.ts
+++ b/llm_normalizer/backend/src/services/assistantAddressOrchestrationRuntimeAdapter.ts
@@ -483,9 +483,6 @@ function findRecentBusinessOverviewProofBundles(input: {
   counterpartyHint: string | null;
   toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"];
 }): { valueBundle: Record<string, unknown> | null; documentBundle: Record<string, unknown> | null } | null {
-  if (!input.counterpartyHint) {
-    return null;
-  }
   for (let index = input.sessionItems.length - 1; index >= 0; index -= 1) {
     const item = toRecordObject(input.sessionItems[index]);
     if (input.toNonEmptyString(item?.role) !== "assistant") {
@@ -505,7 +502,7 @@ function findRecentBusinessOverviewProofBundles(input: {
           documentBundle,
           input.toNonEmptyString
         );
-        if (sameEntityHint(input.counterpartyHint, bundleCounterparty)) {
+        if (!input.counterpartyHint || sameEntityHint(input.counterpartyHint, bundleCounterparty)) {
           return { valueBundle, documentBundle };
         }
       }
@@ -519,7 +516,7 @@ function findRecentBusinessOverviewProofBundles(input: {
     const parsedCounterparty =
       input.toNonEmptyString(parsedBundles.valueBundle?.counterparty) ??
       input.toNonEmptyString(parsedBundles.documentBundle?.counterparty);
-    if (!sameEntityHint(input.counterpartyHint, parsedCounterparty)) {
+    if (input.counterpartyHint && !sameEntityHint(input.counterpartyHint, parsedCounterparty)) {
       continue;
     }
     return parsedBundles;
@@ -551,7 +548,7 @@ function mergeBusinessOverviewProofBundlesFromNavigationState(input: {
   const entities = toRecordObject(input.predecomposeContract?.entities);
   const hasCurrentOrganizationSelection = Boolean(input.toNonEmptyString(entities?.organization));
   const businessOverviewFollowup = isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString);
-  if (!hasComparisonScopeProofCue(input.userMessage)) {
+  if (!hasComparisonScopeProofCue(input.userMessage) && !hasCurrentOrganizationSelection) {
     return input.followupContext;
   }
   if (!businessOverviewFollowup && !hasCurrentOrganizationSelection) {
@@ -597,13 +594,17 @@ function mergeBusinessOverviewProofBundlesFromNavigationState(input: {
 function mergeBusinessOverviewProofBundlesFromSessionItems(input: {
   followupContext: Record<string, unknown> | null;
   userMessage: string;
+  predecomposeContract: Record<string, unknown> | null;
   sessionItems: unknown[];
   toNonEmptyString: BuildAssistantAddressOrchestrationRuntimeInput["toNonEmptyString"];
 }): Record<string, unknown> | null {
-  if (!hasComparisonScopeProofCue(input.userMessage)) {
+  const businessOverviewFollowup = isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString);
+  const entities = toRecordObject(input.predecomposeContract?.entities);
+  const hasCurrentOrganizationSelection = Boolean(input.toNonEmptyString(entities?.organization));
+  if (!hasComparisonScopeProofCue(input.userMessage) && !businessOverviewFollowup && !hasCurrentOrganizationSelection) {
     return input.followupContext;
   }
-  if (!isBusinessOverviewDiscoveryFollowup(input.followupContext, input.toNonEmptyString)) {
+  if (!businessOverviewFollowup && !hasCurrentOrganizationSelection) {
     return input.followupContext;
   }
   const currentValueBundle = toRecordObject(input.followupContext?.previous_discovery_bidirectional_value_flow);
@@ -622,8 +623,27 @@ function mergeBusinessOverviewProofBundlesFromSessionItems(input: {
   if (!proofBundles) {
     return input.followupContext;
   }
+  const recoveredCounterparty =
+    counterpartyHint ??
+    input.toNonEmptyString(proofBundles.valueBundle?.counterparty) ??
+    input.toNonEmptyString(proofBundles.documentBundle?.counterparty);
   return {
     ...(input.followupContext ?? {}),
+    previous_intent: input.toNonEmptyString(input.followupContext?.previous_intent) ?? "business_overview",
+    target_intent: input.toNonEmptyString(input.followupContext?.target_intent) ?? "business_overview",
+    previous_discovery_pilot_scope:
+      input.toNonEmptyString(input.followupContext?.previous_discovery_pilot_scope) ??
+      "business_overview_route_template_v1",
+    previous_discovery_loop_selected_chain_id:
+      input.toNonEmptyString(input.followupContext?.previous_discovery_loop_selected_chain_id) ?? "business_overview",
+    previous_discovery_loop_asked_domain_family:
+      input.toNonEmptyString(input.followupContext?.previous_discovery_loop_asked_domain_family) ?? "business_overview",
+    previous_discovery_loop_asked_action_family:
+      input.toNonEmptyString(input.followupContext?.previous_discovery_loop_asked_action_family) ?? "broad_evaluation",
+    previous_discovery_loop_metadata_scope_hint:
+      input.toNonEmptyString(input.followupContext?.previous_discovery_loop_metadata_scope_hint) ?? recoveredCounterparty ?? undefined,
+    previous_anchor_type: input.toNonEmptyString(input.followupContext?.previous_anchor_type) ?? (recoveredCounterparty ? "counterparty" : undefined),
+    previous_anchor_value: input.toNonEmptyString(input.followupContext?.previous_anchor_value) ?? recoveredCounterparty ?? undefined,
     previous_discovery_bidirectional_value_flow:
       currentValueBundle ?? proofBundles.valueBundle ?? undefined,
     previous_discovery_document_summary: currentDocumentBundle ?? proofBundles.documentBundle ?? undefined
@@ -904,6 +924,7 @@ export async function buildAssistantAddressOrchestrationRuntime(
   const discoveryFollowupContextWithProofBundles = mergeBusinessOverviewProofBundlesFromSessionItems({
     followupContext: discoveryFollowupContext,
     userMessage: input.userMessage,
+    predecomposeContract,
     sessionItems: input.sessionItems,
     toNonEmptyString: input.toNonEmptyString
   });
diff --git a/llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts b/llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts
index 3d6539e..0f761d1 100644
--- a/llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts
+++ b/llm_normalizer/backend/src/services/assistantMcpDiscoveryResponseCandidate.ts
@@ -1137,7 +1137,7 @@ function buildCompactBusinessOverviewReply(
 
   if (plainOrganizationClarificationSelection && (incomingAmount || outgoingAmount || netAmount)) {
     lines.push(
-      `Коротко: по компании ${organizationScope} ${period} подтвержден company-level денежный срез: входящие ${incomingAmount ?? "0 руб."}, исходящие ${outgoingAmount ?? "0 руб."}, операционное нетто ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`
+      `по компании ${organizationScope} ${period} подтвержден company-level денежный срез: входящие ${incomingAmount ?? "0 руб."}, исходящие ${outgoingAmount ?? "0 руб."}, операционное нетто ${sentenceAmount(netAmount) ?? netAmount ?? "0 руб."}.`
     );
     if (previousCounterpartySummary) {
       lines.push(previousCounterpartySummary.line);
@@ -1403,8 +1403,16 @@ function buildCompactBusinessOverviewReply(
   ) {
     const subject = organizationScope ?? "компания";
     const periodWithoutPrefix = period.replace(/^за\s+/iu, "");
+    const executiveFacts = [
+      incomingAmount ? `входящие ${incomingAmount}` : null,
+      outgoingAmount ? `исходящие ${outgoingAmount}` : null,
+      netAmount ? `${netDirection} ${sentenceAmount(netAmount) ?? netAmount}` : null
+    ].filter((value): value is string => Boolean(value));
     lines.push(
-      `Коротко: по ограниченному проверенному 1С-срезу ${subject} выглядит как бизнес с крупными контрактными денежными потоками и заметной зависимостью от нескольких крупных контрагентов, а не как равномерный поток мелких продаж; это не аудиторское заключение и не подтвержденная чистая прибыль.`
+      `По подтвержденным строкам 1С ${subject} за ${periodWithoutPrefix}: ${executiveFacts.length > 0 ? executiveFacts.join(", ") : "денежные метрики не подтверждены"}; это ограниченный проверенный срез, не аудиторское заключение и не подтвержденная чистая прибыль.`
+    );
+    lines.push(
+      "Интерпретация: по этому срезу видны крупные контрактные денежные потоки и заметная зависимость от нескольких крупных контрагентов, а не равномерный поток мелких продаж."
     );
     lines.push("Что видно в ограниченном денежном срезе:");
     if (incomingAmount) {
diff --git a/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts b/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts
index 88c600b..48cd495 100644
--- a/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts
+++ b/llm_normalizer/backend/src/services/assistantMcpDiscoveryTurnInputAdapter.ts
@@ -2779,11 +2779,14 @@ export function buildAssistantMcpDiscoveryTurnInput(
       businessOverviewSignal || shouldPreserveBusinessOverviewSeparateCounterparty ? [] : entityCandidates,
     business_overview_separate_entity_candidates: businessOverviewSeparateEntityCandidates,
     previous_counterparty_value_flow_bundle:
-      businessOverviewSignal && followupSeed.previousBidirectionalValueFlow
+      (businessOverviewSignal || shouldPreserveBusinessOverviewSeparateCounterparty) &&
+      followupSeed.previousBidirectionalValueFlow
         ? followupSeed.previousBidirectionalValueFlow
         : undefined,
     previous_counterparty_document_bundle:
-      businessOverviewSignal && followupSeed.previousDocumentSummary ? followupSeed.previousDocumentSummary : undefined,
+      (businessOverviewSignal || shouldPreserveBusinessOverviewSeparateCounterparty) && followupSeed.previousDocumentSummary
+        ? followupSeed.previousDocumentSummary
+        : undefined,
     metadata_ambiguity_entity_sets:
       metadataAmbiguityLaneClarificationApplicable && followupSeed.metadataAmbiguityEntitySets.length > 0
         ? followupSeed.metadataAmbiguityEntitySets
diff --git a/llm_normalizer/backend/src/services/assistantTransitionPolicy.ts b/llm_normalizer/backend/src/services/assistantTransitionPolicy.ts
index 7999da6..cbcba2a 100644
--- a/llm_normalizer/backend/src/services/assistantTransitionPolicy.ts
+++ b/llm_normalizer/backend/src/services/assistantTransitionPolicy.ts
@@ -555,9 +555,13 @@ export function createAssistantTransitionPolicy(deps) {
     if (!text) {
       return null;
     }
-    const match = text.match(
+    const boundaryMatch = text.match(
       /Отдельно\s+по\s+контрагенту\s+([^:\n]+):\s*подтверждено\s+получили\s+([^,\n]+?руб\.?),\s*заплатили\s+([^,\n]+?руб\.?),\s*расчетное\s+нетто\s+в\s+нашу\s+сторону\s+([^.\n]+?руб\.?)/iu
     );
+    const directMatch = text.match(
+      /по\s+контрагенту\s+([^.\n]+?)\s+в\s+проверенном\s+окне[\s\S]{0,160}?получили\s+([^,\n]+?руб\.?),\s*заплатили\s+([^;\n]+?руб\.?);\s*расчетное\s+нетто\s+в\s+нашу\s+сторону:?\s*([^.\n]+?руб\.?)/iu
+    );
+    const match = boundaryMatch ?? directMatch;
     if (!match?.[1] || !match?.[2] || !match?.[3] || !match?.[4]) {
       return null;
     }
diff --git a/llm_normalizer/backend/tests/addressQueryRuntimeM23.test.ts b/llm_normalizer/backend/tests/addressQueryRuntimeM23.test.ts
index 30973ab..bfd1e10 100644
--- a/llm_normalizer/backend/tests/addressQueryRuntimeM23.test.ts
+++ b/llm_normalizer/backend/tests/addressQueryRuntimeM23.test.ts
@@ -2139,8 +2139,11 @@ describe("address compose stage utf8 headers", () => {
 
     expect(reply.responseType).toBe("FACTUAL_SUMMARY");
     expect(reply.text).toContain("Коротко: подтвержденный НДС к уплате за налоговый период по организации ООО Альтернатива Плюс");
+    expect(reply.text).toContain("Расчет сделан по подтвержденным строкам книг продаж и покупок.");
     expect(reply.text).toContain("- Организация: ООО Альтернатива Плюс.");
     expect(reply.text).toContain("50.000,00 ₽");
+    expect(reply.text).toContain("не полный налоговый вердикт");
+    expect(reply.text).toContain("корректировки");
     expect(reply.semantics?.result_mode).toBe("confirmed_balance");
     expect(reply.semantics?.balance_confirmed).toBe(true);
   });
diff --git a/llm_normalizer/backend/tests/assistantAddressOrchestrationRuntimeAdapter.test.ts b/llm_normalizer/backend/tests/assistantAddressOrchestrationRuntimeAdapter.test.ts
index f1e2527..74fb8ba 100644
--- a/llm_normalizer/backend/tests/assistantAddressOrchestrationRuntimeAdapter.test.ts
+++ b/llm_normalizer/backend/tests/assistantAddressOrchestrationRuntimeAdapter.test.ts
@@ -484,6 +484,77 @@ describe("assistant address orchestration runtime adapter", () => {
     );
   });
 
+  it("recovers business overview proof bundles for a plain organization clarification", async () => {
+    const runMcpDiscoveryRuntimeEntryPoint = vi.fn(async () => ({
+      schema_version: "assistant_mcp_discovery_runtime_entry_point_v1",
+      policy_owner: "assistantMcpDiscoveryRuntimeEntryPoint",
+      entry_status: "bridge_executed",
+      hot_runtime_wired: false,
+      discovery_attempted: true
+    }));
+    const input = buildInput({
+      userMessage: "Alt Plus",
+      sessionItems: [
+        {
+          role: "assistant",
+          text:
+            "Отдельно по контрагенту Group SVK: " +
+            "подтверждено получили 20 653 490 руб., " +
+            "заплатили 2 129 651 руб., " +
+            "расчетное нетто в нашу сторону 18 523 839 руб. " +
+            "Основа: проверенные входящие платежи и исходящие платежи и документы по цепочке: найдено 19."
+        }
+      ],
+      runAddressLlmPreDecompose: vi.fn(async () => ({
+        attempted: true,
+        applied: false,
+        effectiveMessage: "Alt Plus",
+        reason: "raw_kept",
+        predecomposeContract: {
+          mode: "unsupported",
+          intent: "unknown",
+          entities: { organization: "Alt Plus" }
+        }
+      })),
+      resolveAddressFollowupCarryoverContext: vi.fn(() => ({ followupContext: null })),
+      resolveAssistantOrchestrationDecision: vi.fn(() => ({
+        runAddressLane: true,
+        livingMode: "address_data",
+        livingReason: "address_lane_triggered",
+        toolGateDecision: "run_address_lane",
+        toolGateReason: "followup_context_detected",
+        orchestrationContract: {
+          schema_version: "assistant_orchestration_contract_v1",
+          assistant_turn_meaning: {
+            schema_version: "assistant_turn_meaning_v1",
+            asked_domain_family: "business_overview",
+            asked_action_family: "broad_evaluation"
+          }
+        }
+      })),
+      runMcpDiscoveryRuntimeEntryPoint
+    });
+
+    await buildAssistantAddressOrchestrationRuntime(input);
+
+    expect(runMcpDiscoveryRuntimeEntryPoint).toHaveBeenCalledWith(
+      expect.objectContaining({
+        followupContext: expect.objectContaining({
+          previous_discovery_loop_selected_chain_id: "business_overview",
+          previous_discovery_loop_metadata_scope_hint: "Group SVK",
+          previous_discovery_bidirectional_value_flow: expect.objectContaining({
+            counterparty: "Group SVK",
+            net_amount_human_ru: "18 523 839 руб."
+          }),
+          previous_discovery_document_summary: expect.objectContaining({
+            counterparty: "Group SVK",
+            document_count: 19
+          })
+        })
+      })
+    );
+  });
+
   it("recovers business overview proof bundles from navigation comparison state", async () => {
     const valueFlowBundle = {
       counterparty: "Group SVK",
diff --git a/llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts b/llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts
index e09e1f8..0dab922 100644
--- a/llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts
+++ b/llm_normalizer/backend/tests/assistantMcpDiscoveryResponseCandidate.test.ts
@@ -1546,9 +1546,12 @@ describe("assistant MCP discovery response candidate", () => {
     );
 
     const firstLine = candidate.reply_text?.split("\n")[0] ?? "";
-    expect(firstLine).toContain("по ограниченному проверенному 1С-срезу");
+    expect(firstLine).toContain("По подтвержденным строкам 1С");
+    expect(firstLine).toContain("входящие 157 192 981,43 руб.");
+    expect(firstLine).toContain("исходящие 35 439 044,74 руб.");
     expect(firstLine).toContain("не аудиторское заключение");
     expect(firstLine).toContain("не подтвержденная чистая прибыль");
+    expect(candidate.reply_text).toContain("Интерпретация:");
     expect(candidate.reply_text).toContain("Что видно в ограниченном денежном срезе");
     expect(candidate.reply_text).toContain("Что не подтверждено в этом срезе");
     expect(candidate.reply_text).toContain("НДС");