What is the most recent reported total revenue for JPMorgan Chase and Bank of America? Use SEC EDGAR.

ok demo-jpm-bac-revenue 15.8s 0 LLM calls 0 in / 0 out ~$0

JobRequest (constructed by intake)

Question: What is the most recent reported total revenue for JPMorgan Chase and Bank of America? Use SEC EDGAR.
analysisId: demo-jpm-bac-revenue
Period: latest-annual
Sources: sec-edgar

Entities

JPMorgan Chase (JPM, JPMorgan Chase & Co)
Bank of America (BAC, Bank of America Corporation)

Target metrics (source concepts)

total_revenue USD
Total revenue for the fiscal year, as reported in the most recent annual 10-K. For banks, this is typically the XBRL tag "Revenues" or "RevenuesNetOfInterestExpense" depending on the bank's reporting choice.

Pipeline

baseline source-extraction ok

Std 2 validate-input validated request: 2 entity(ies), 1 metric(s), period=latest-annual, sources=[sec-edgar]
Std 5 retrieve delegating retrieval to LLM (claude-haiku-4-5) with 10 SEC tool(s) available: [sec_edgar_companies, sec_financials, sec_submissions, sec_filing_document, sec_filing_index, sec_filing_sections, sec_full_text_search, sec_company_concept, sec_xbrl_frames, sec_insider_form4]
Std 3 parse-and-extract starting tool-use extraction over 2 entity(ies) × 1 metric(s)
Std 5 tool-call sec_edgar_companies(searchTerms="JPM, JPMorgan Chase & Co, BAC, Bank of America Corporation") → 2 match(es): JPM, BAC
Std 5 tool-call sec_company_concept(cik="0000019617", taxonomy="us-gaap", tag="Revenues", unit="USD") → Revenues (Revenues) — 120 row(s) across units [USD]
Std 5 tool-call sec_company_concept(cik="0000070858", taxonomy="us-gaap", tag="Revenues", unit="USD") → Revenues (Revenues) — 234 row(s) across units [USD]
Std 4 structure structured 2 value(s) with provenance from 3 tool call(s)
Std 7 validate-output validation: coverage=100% blocking=0 confidence=high
Std 11 handoff handoff → baseline.normalization (validation=passed confidence=high)

baseline normalization ok

Std 2 validate-input received 2 value(s); 1 comparability note(s)
Std 8 resolve-duplicates dedup complete; 0 contradiction(s)
Std 10 validate-output 0 new rule(s) drained for write-back
Std 11 handoff handoff → baseline.resolution (validation=passed confidence=high)

baseline resolution ok

Std 2 review-issue reviewing 2 record(s) + 0 unresolved issue(s)
Std 3 resolve-conflict 2 record(s) packaged after conflict resolution
Std 9 attempt-remediation triaged 0 issue(s); 0 escalation(s) raised
Std 10 package-outcome 0 learned rule(s) for write-back
Std 7 revalidate revalidated; agent-level confidence high (0.95)
Std 11 package-outcome baseline pillar complete; 2 resolved, 0 escalated

Insights (0 cited, evidence preserved)

No insights in payload.

Anthropic usage (Haiku 4.5 list pricing)

Agent	Model	Calls	In tok	Out tok	~Cost
No LLM calls in this run.
TOTAL		0	0	0	$0

Full audit JSON

(21,636 chars)

{
  "analysisId": "demo-jpm-bac-revenue",
  "ok": true,
  "finalHandoff": {
    "fromAgent": "baseline.resolution",
    "fromAgentVersion": "1.0.0",
    "toAgent": null,
    "payload": {
      "records": [
        {
          "canonicalEntity": "JPMorgan Chase",
          "canonicalMetric": "total_revenue",
          "period": "latest-annual",
          "value": 177556000000,
          "canonicalUnit": "USD",
          "rawEntity": "JPMorgan Chase",
          "rawLabel": "Revenues",
          "rawValue": 177556000000,
          "rawUnit": "USD",
          "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
          "capturedAt": "2026-05-24T01:44:42.574Z",
          "appliedRules": [
            "entity-resolver:seed->JPMorgan Chase",
            "taxonomy:seed->total_revenue",
            "unit:identity:USD"
          ],
          "confidence": 0.95,
          "flags": [],
          "resolutionAction": "pass-through",
          "resolutionNotes": []
        },
        {
          "canonicalEntity": "Bank of America",
          "canonicalMetric": "total_revenue",
          "period": "latest-annual",
          "value": 101887000000,
          "canonicalUnit": "USD",
          "rawEntity": "Bank of America",
          "rawLabel": "Revenues",
          "rawValue": 101887000000,
          "rawUnit": "USD",
          "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000070858/us-gaap/Revenues.json",
          "capturedAt": "2026-05-24T01:44:42.574Z",
          "appliedRules": [
            "entity-resolver:seed->Bank of America",
            "taxonomy:seed->total_revenue",
            "unit:identity:USD"
          ],
          "confidence": 0.95,
          "flags": [],
          "resolutionAction": "pass-through",
          "resolutionNotes": []
        }
      ],
      "stillUnresolved": [],
      "learnedRules": []
    },
    "metadata": {
      "analysisId": "demo-jpm-bac-revenue",
      "capabilities": [
        "exact-lookup",
        "rule-lookup",
        "fuzzy-match",
        "ai-with-citation"
      ],
      "recursionDepth": 1
    },
    "confidence": {
      "value": 0.95,
      "tier": "high",
      "rationale": "avg resolved-record confidence 0.95 with 0 blocking residual issue(s)"
    },
    "validation": {
      "status": "passed",
      "checks": [
        {
          "name": "all-records-resolved",
          "passed": true
        },
        {
          "name": "no-blocking-residual",
          "passed": true,
          "detail": "0 blocking"
        },
        {
          "name": "lineage-preserved",
          "passed": true
        }
      ]
    },
    "unresolvedIssues": [],
    "lineage": {
      "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
      "capturedAt": "2026-05-24T01:44:42.580Z",
      "effectiveAs": null,
      "agentVersion": "1.0.0",
      "upstream": [
        "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
        "https://data.sec.gov/api/xbrl/companyconcept/CIK0000070858/us-gaap/Revenues.json"
      ]
    },
    "timestamp": "2026-05-24T01:44:42.580Z"
  },
  "failure": null,
  "escalations": [],
  "repositorySnapshot": {
    "records": [
      {
        "id": "baseline.source-extraction#1",
        "agent": "baseline.source-extraction",
        "agentVersion": "1.0.0",
        "payload": {
          "values": [
            {
              "entity": "JPMorgan Chase",
              "metricKey": "total_revenue",
              "period": "latest-annual",
              "rawLabel": "Revenues",
              "value": 177556000000,
              "rawUnit": "USD",
              "snippet": "fy=2024 fp=FY end=2024-12-31 val=177556000000 form=10-K accn=0000019617-25-000270 filed=2025-02-14",
              "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
              "sourceConnector": "sec-edgar",
              "contentType": "application/json",
              "capturedAt": "2026-05-24T01:44:42.574Z",
              "confidence": 0.99,
              "origin": "llm",
              "flags": []
            },
            {
              "entity": "Bank of America",
              "metricKey": "total_revenue",
              "period": "latest-annual",
              "rawLabel": "Revenues",
              "value": 101887000000,
              "rawUnit": "USD",
              "snippet": "fy=2024 fp=FY end=2024-12-31 val=101887000000 form=10-K accn=0000070858-25-000139 filed=2025-02-25",
              "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000070858/us-gaap/Revenues.json",
              "sourceConnector": "sec-edgar",
              "contentType": "application/json",
              "capturedAt": "2026-05-24T01:44:42.574Z",
              "confidence": 0.99,
              "origin": "llm",
              "flags": []
            }
          ],
          "comparabilityNotes": [
            {
              "entities": [
                "JPMorgan Chase",
                "Bank of America"
              ],
              "detail": "Both entities are major U.S. banks reporting Revenues under identical XBRL taxonomy (us-gaap/Revenues) for the same fiscal year (2024 ending 2024-12-31). Both reported via 10-K filing form. Revenues include investment income, interest income, and fees; both banks use the same XBRL concept definition. No adjustments needed for comparability."
            }
          ]
        },
        "metadata": {
          "analysisId": "demo-jpm-bac-revenue",
          "capabilities": [
            "retrieval",
            "api",
            "web",
            "parser",
            "ocr",
            "repository"
          ],
          "requestedMetrics": [
            "total_revenue"
          ],
          "toolCallCount": 3,
          "toolCalls": [
            {
              "toolName": "sec_edgar_companies",
              "ok": true,
              "input": {
                "searchTerms": "JPM, JPMorgan Chase & Co, BAC, Bank of America Corporation"
              },
              "resultSummary": "2 match(es): JPM, BAC",
              "at": "2026-05-24T01:44:30.547Z"
            },
            {
              "toolName": "sec_company_concept",
              "ok": true,
              "input": {
                "cik": "0000019617",
                "taxonomy": "us-gaap",
                "tag": "Revenues",
                "unit": "USD"
              },
              "resultSummary": "Revenues (Revenues) — 120 row(s) across units [USD]",
              "at": "2026-05-24T01:44:33.060Z"
            },
            {
              "toolName": "sec_company_concept",
              "ok": true,
              "input": {
                "cik": "0000070858",
                "taxonomy": "us-gaap",
                "tag": "Revenues",
                "unit": "USD"
              },
              "resultSummary": "Revenues (Revenues) — 234 row(s) across units [USD]",
              "at": "2026-05-24T01:44:33.456Z"
            }
          ]
        },
        "lineage": {
          "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
          "capturedAt": "2026-05-24T01:44:42.575Z",
          "effectiveAs": null,
          "agentVersion": "1.0.0",
          "upstream": [
            "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
            "https://data.sec.gov/api/xbrl/companyconcept/CIK0000070858/us-gaap/Revenues.json"
          ]
        },
        "confidence": {
          "value": 1,
          "tier": "high",
          "rationale": "coverage 100% (2/2) with 0 blocking issue(s)"
        },
        "validationStatus": "passed",
        "writtenAt": "2026-05-24T01:44:42.575Z"
      },
      {
        "id": "baseline.normalization#2",
        "agent": "baseline.normalization",
        "agentVersion": "1.0.0",
        "payload": {
          "records": [
            {
              "canonicalEntity": "JPMorgan Chase",
              "canonicalMetric": "total_revenue",
              "period": "latest-annual",
              "value": 177556000000,
              "canonicalUnit": "USD",
              "rawEntity": "JPMorgan Chase",
              "rawLabel": "Revenues",
              "rawValue": 177556000000,
              "rawUnit": "USD",
              "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
              "capturedAt": "2026-05-24T01:44:42.574Z",
              "appliedRules": [
                "entity-resolver:seed->JPMorgan Chase",
                "taxonomy:seed->total_revenue",
                "unit:identity:USD"
              ],
              "confidence": 0.95,
              "flags": []
            },
            {
              "canonicalEntity": "Bank of America",
              "canonicalMetric": "total_revenue",
              "period": "latest-annual",
              "value": 101887000000,
              "canonicalUnit": "USD",
              "rawEntity": "Bank of America",
              "rawLabel": "Revenues",
              "rawValue": 101887000000,
              "rawUnit": "USD",
              "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000070858/us-gaap/Revenues.json",
              "capturedAt": "2026-05-24T01:44:42.574Z",
              "appliedRules": [
                "entity-resolver:seed->Bank of America",
                "taxonomy:seed->total_revenue",
                "unit:identity:USD"
              ],
              "confidence": 0.95,
              "flags": []
            }
          ],
          "learnedRules": []
        },
        "metadata": {
          "analysisId": "demo-jpm-bac-revenue",
          "capabilities": [
            "taxonomy-mapping",
            "ontology-rules",
            "entity-resolution",
            "semantic-mapping",
            "duplicate-resolution"
          ],
          "targetUnit": "USD"
        },
        "lineage": {
          "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
          "capturedAt": "2026-05-24T01:44:42.579Z",
          "effectiveAs": null,
          "agentVersion": "1.0.0",
          "upstream": [
            "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
            "https://data.sec.gov/api/xbrl/companyconcept/CIK0000070858/us-gaap/Revenues.json"
          ]
        },
        "confidence": {
          "value": 0.95,
          "tier": "high",
          "rationale": "avg per-record mapping confidence 0.95 with 0 blocking issue(s)"
        },
        "validationStatus": "passed",
        "writtenAt": "2026-05-24T01:44:42.579Z"
      },
      {
        "id": "baseline.resolution#3",
        "agent": "baseline.resolution",
        "agentVersion": "1.0.0",
        "payload": {
          "records": [
            {
              "canonicalEntity": "JPMorgan Chase",
              "canonicalMetric": "total_revenue",
              "period": "latest-annual",
              "value": 177556000000,
              "canonicalUnit": "USD",
              "rawEntity": "JPMorgan Chase",
              "rawLabel": "Revenues",
              "rawValue": 177556000000,
              "rawUnit": "USD",
              "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
              "capturedAt": "2026-05-24T01:44:42.574Z",
              "appliedRules": [
                "entity-resolver:seed->JPMorgan Chase",
                "taxonomy:seed->total_revenue",
                "unit:identity:USD"
              ],
              "confidence": 0.95,
              "flags": [],
              "resolutionAction": "pass-through",
              "resolutionNotes": []
            },
            {
              "canonicalEntity": "Bank of America",
              "canonicalMetric": "total_revenue",
              "period": "latest-annual",
              "value": 101887000000,
              "canonicalUnit": "USD",
              "rawEntity": "Bank of America",
              "rawLabel": "Revenues",
              "rawValue": 101887000000,
              "rawUnit": "USD",
              "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000070858/us-gaap/Revenues.json",
              "capturedAt": "2026-05-24T01:44:42.574Z",
              "appliedRules": [
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                "unit:identity:USD"
              ],
              "confidence": 0.95,
              "flags": [],
              "resolutionAction": "pass-through",
              "resolutionNotes": []
            }
          ],
          "stillUnresolved": [],
          "learnedRules": []
        },
        "metadata": {
          "analysisId": "demo-jpm-bac-revenue",
          "capabilities": [
            "exact-lookup",
            "rule-lookup",
            "fuzzy-match",
            "ai-with-citation"
          ],
          "recursionDepth": 1
        },
        "lineage": {
          "sourceUrl": "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
          "capturedAt": "2026-05-24T01:44:42.580Z",
          "effectiveAs": null,
          "agentVersion": "1.0.0",
          "upstream": [
            "https://data.sec.gov/api/xbrl/companyconcept/CIK0000019617/us-gaap/Revenues.json",
            "https://data.sec.gov/api/xbrl/companyconcept/CIK0000070858/us-gaap/Revenues.json"
          ]
        },
        "confidence": {
          "value": 0.95,
          "tier": "high",
          "rationale": "avg resolved-record confidence 0.95 with 0 blocking residual issue(s)"
        },
        "validationStatus": "passed",
        "writtenAt": "2026-05-24T01:44:42.580Z"
      }
    ],
    "exceptions": [],
    "learnedRules": [],
    "overrides": [],
    "escalations": [],
    "failures": []
  },
  "trace": [
    {
      "agent": "baseline.source-extraction",
      "standard": 2,
      "step": "validate-input",
      "detail": "validated request: 2 entity(ies), 1 metric(s), period=latest-annual, sources=[sec-edgar]",
      "at": "2026-05-24T01:44:26.820Z"
    },
    {
      "agent": "baseline.source-extraction",
      "standard": 5,
      "step": "retrieve",
      "detail": "delegating retrieval to LLM (claude-haiku-4-5) with 10 SEC tool(s) available: [sec_edgar_companies, sec_financials, sec_submissions, sec_filing_document, sec_filing_index, sec_filing_sections, sec_full_text_search, sec_company_concept, sec_xbrl_frames, sec_insider_form4]",
      "at": "2026-05-24T01:44:26.820Z"
    },
    {
      "agent": "baseline.source-extraction",
      "standard": 3,
      "step": "parse-and-extract",
      "detail": "starting tool-use extraction over 2 entity(ies) × 1 metric(s)",
      "at": "2026-05-24T01:44:26.820Z"
    },
    {
      "agent": "baseline.source-extraction",
      "standard": 5,
      "step": "tool-call",
      "detail": "sec_edgar_companies(searchTerms=\"JPM, JPMorgan Chase & Co, BAC, Bank of America Corporation\") → 2 match(es): JPM, BAC",
      "at": "2026-05-24T01:44:30.547Z"
    },
    {
      "agent": "baseline.source-extraction",
      "standard": 5,
      "step": "tool-call",
      "detail": "sec_company_concept(cik=\"0000019617\", taxonomy=\"us-gaap\", tag=\"Revenues\", unit=\"USD\") → Revenues (Revenues) — 120 row(s) across units [USD]",
      "at": "2026-05-24T01:44:33.060Z"
    },
    {
      "agent": "baseline.source-extraction",
      "standard": 5,
      "step": "tool-call",
      "detail": "sec_company_concept(cik=\"0000070858\", taxonomy=\"us-gaap\", tag=\"Revenues\", unit=\"USD\") → Revenues (Revenues) — 234 row(s) across units [USD]",
      "at": "2026-05-24T01:44:33.456Z"
    },
    {
      "agent": "baseline.source-extraction",
      "standard": 4,
      "step": "structure",
      "detail": "structured 2 value(s) with provenance from 3 tool call(s)",
      "at": "2026-05-24T01:44:42.574Z"
    },
    {
      "agent": "baseline.source-extraction",
      "standard": 7,
      "step": "validate-output",
      "detail": "validation: coverage=100% blocking=0 confidence=high",
      "at": "2026-05-24T01:44:42.575Z"
    },
    {
      "agent": "baseline.source-extraction",
      "standard": 11,
      "step": "handoff",
      "detail": "handoff → baseline.normalization (validation=passed confidence=high)",
      "at": "2026-05-24T01:44:42.575Z"
    },
    {
      "agent": "baseline.normalization",
      "standard": 2,
      "step": "validate-input",
      "detail": "received 2 value(s); 1 comparability note(s)",
      "at": "2026-05-24T01:44:42.576Z"
    },
    {
      "agent": "baseline.normalization",
      "standard": 8,
      "step": "resolve-duplicates",
      "detail": "dedup complete; 0 contradiction(s)",
      "at": "2026-05-24T01:44:42.577Z"
    },
    {
      "agent": "baseline.normalization",
      "standard": 10,
      "step": "validate-output",
      "detail": "0 new rule(s) drained for write-back",
      "at": "2026-05-24T01:44:42.578Z"
    },
    {
      "agent": "baseline.normalization",
      "standard": 11,
      "step": "handoff",
      "detail": "handoff → baseline.resolution (validation=passed confidence=high)",
      "at": "2026-05-24T01:44:42.579Z"
    },
    {
      "agent": "baseline.resolution",
      "standard": 2,
      "step": "review-issue",
      "detail": "reviewing 2 record(s) + 0 unresolved issue(s)",
      "at": "2026-05-24T01:44:42.579Z"
    },
    {
      "agent": "baseline.resolution",
      "standard": 3,
      "step": "resolve-conflict",
      "detail": "2 record(s) packaged after conflict resolution",
      "at": "2026-05-24T01:44:42.580Z"
    },
    {
      "agent": "baseline.resolution",
      "standard": 9,
      "step": "attempt-remediation",
      "detail": "triaged 0 issue(s); 0 escalation(s) raised",
      "at": "2026-05-24T01:44:42.580Z"
    },
    {
      "agent": "baseline.resolution",
      "standard": 10,
      "step": "package-outcome",
      "detail": "0 learned rule(s) for write-back",
      "at": "2026-05-24T01:44:42.580Z"
    },
    {
      "agent": "baseline.resolution",
      "standard": 7,
      "step": "revalidate",
      "detail": "revalidated; agent-level confidence high (0.95)",
      "at": "2026-05-24T01:44:42.580Z"
    },
    {
      "agent": "baseline.resolution",
      "standard": 11,
      "step": "package-outcome",
      "detail": "baseline pillar complete; 2 resolved, 0 escalated",
      "at": "2026-05-24T01:44:42.580Z"
    }
  ],
  "standards": [
    {
      "n": 1,
      "name": "Objective",
      "gist": "Single clear responsibility with explicit boundaries."
    },
    {
      "n": 2,
      "name": "Inputs",
      "gist": "Structured, machine-readable; lineage + confidence persist."
    },
    {
      "n": 3,
      "name": "Decision logic",
      "gist": "Explicit, deterministic where possible, every decision recorded."
    },
    {
      "n": 4,
      "name": "Rules & constraints",
      "gist": "Preserve raw, lineage, audit; no fabrication; approved tools only."
    },
    {
      "n": 5,
      "name": "Methods & tools",
      "gist": "Capability-based; approved + connected; lineage-preserving."
    },
    {
      "n": 6,
      "name": "Processing",
      "gist": "Modular, repeatable, replayable; numbered runbook."
    },
    {
      "n": 7,
      "name": "Validation & confidence",
      "gist": "Every output carries validation status + confidence tier."
    },
    {
      "n": 8,
      "name": "Conditional triggers",
      "gist": "Explicit exception categories; traceable, context-preserving."
    },
    {
      "n": 9,
      "name": "HITL escalation",
      "gist": "Defined thresholds; escalations carry full context."
    },
    {
      "n": 10,
      "name": "Repository write-back",
      "gist": "Agents declare; orchestrator persists."
    },
    {
      "n": 11,
      "name": "Handoff",
      "gist": "Standardized envelope; downstream never reconstructs context."
    },
    {
      "n": 12,
      "name": "Failure handling",
      "gist": "Fail safely; bounded retries + recursion; structured FailureObject."
    }
  ],
  "pipeline": [
    {
      "kind": "agent",
      "pillar": "baseline",
      "agent": "source-extraction"
    },
    {
      "kind": "agent",
      "pillar": "baseline",
      "agent": "normalization"
    },
    {
      "kind": "agent",
      "pillar": "baseline",
      "agent": "resolution"
    }
  ],
  "jobRequest": {
    "analysisId": "demo-jpm-bac-revenue",
    "question": "What is the most recent reported total revenue for JPMorgan Chase and Bank of America? Use SEC EDGAR.",
    "entities": [
      {
        "id": "JPMorgan Chase",
        "aliases": [
          "JPM",
          "JPMorgan Chase & Co"
        ]
      },
      {
        "id": "Bank of America",
        "aliases": [
          "BAC",
          "Bank of America Corporation"
        ]
      }
    ],
    "targetMetrics": [
      {
        "key": "total_revenue",
        "definition": "Total revenue for the fiscal year, as reported in the most recent annual 10-K. For banks, this is typically the XBRL tag \"Revenues\" or \"RevenuesNetOfInterestExpense\" depending on the bank's reporting choice.",
        "unit": "USD"
      }
    ],
    "sources": [
      "sec-edgar"
    ],
    "period": "latest-annual",
    "seedMappings": [
      {
        "sourceLabel": "Revenues",
        "targetKey": "total_revenue"
      },
      {
        "sourceLabel": "RevenuesNetOfInterestExpense",
        "targetKey": "total_revenue"
      }
    ]
  },
  "elapsedMs": 15765
}