{
  "schema_version": "1.0",
  "slug": "agent-economy/agent-driven-market-data-interpretation-pipeline",
  "source_path": "agent-economy/agent-driven-market-data-interpretation-pipeline.md",
  "url": "https://finwiki.zksc.io/ja/agent-economy/agent-driven-market-data-interpretation-pipeline/",
  "html_url": "https://finwiki.zksc.io/ja/agent-economy/agent-driven-market-data-interpretation-pipeline/",
  "alternate_html_urls": {
    "ja": "https://finwiki.zksc.io/ja/agent-economy/agent-driven-market-data-interpretation-pipeline/",
    "en": "https://finwiki.zksc.io/en/agent-economy/agent-driven-market-data-interpretation-pipeline/"
  },
  "github_url": "https://github.com/jasonhnd/finwiki/blob/main/agent-economy/agent-driven-market-data-interpretation-pipeline.md",
  "raw_markdown_url": "https://finwiki.zksc.io/agent-economy/agent-driven-market-data-interpretation-pipeline.md",
  "domain": "agent-economy",
  "title": "Agent-driven market data interpretation pipeline · feed → LLM → signal → trading system",
  "entry_type": "wiki_entry",
  "frontmatter": {
    "title": "Agent-driven market data interpretation pipeline · feed → LLM → signal → trading system",
    "aliases": [
      "agent-driven-market-data-interpretation-pipeline",
      "LLM market data pipeline 2026",
      "news → trading signal LLM",
      "Bloomberg Reuters Nikkei LLM ingestion",
      "BloombergGPT IndexGPT Marquee AI pipeline"
    ],
    "domain": "agent-economy",
    "type": null,
    "created": "2026-05-25",
    "last_updated": "2026-07-29",
    "last_tended": "2026-07-29",
    "review_by": "2026-10-27",
    "confidence": "likely",
    "tags": [
      "agent-economy",
      "market-data",
      "llm",
      "pipeline",
      "bloomberg",
      "reuters",
      "nikkei",
      "indexgpt",
      "marquee",
      "bloomberggpt",
      "hallucination-control",
      "audit-trail",
      "model-risk"
    ],
    "status": "active",
    "canonical_anchor": null,
    "related": [],
    "note": null,
    "sources": [
      "https://www.bloomberg.com/professional/blog/bloomberggpt/",
      "https://www.bloomberg.com/professional/products/ai/",
      "https://www.reuters.com/business/finance/",
      "https://www.refinitiv.com/en/financial-data",
      "https://www.nikkei.com/info/en/",
      "https://www.goldmansachs.com/marquee/",
      "https://www.jpmorgan.com/technology/news/indexgpt",
      "https://www.morganstanley.com/press-releases",
      "https://www.blackrock.com/aladdin",
      "https://www.federalreserve.gov/supervisionreg/srletters/sr1107.htm",
      "https://www.bis.org/publ/work1194.htm",
      "https://www.fsa.go.jp/en/news/index.html",
      "https://www.fca.org.uk/publications/discussion-papers",
      "https://www.esma.europa.eu/document",
      "https://arxiv.org/abs/2303.17564",
      "https://docs.anthropic.com/",
      "https://platform.openai.com/docs/models",
      "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models"
    ]
  },
  "summary": "The 2026 agent-driven market data pipeline is a four-stage compound: (1) ingest raw market data from Bloomberg, Reuters / Refinitiv, Nikkei, exchange direct feeds, regulator releases, corporate filings; (2) interpret via LLM (BloombergGPT, JPM internal LLM, Anthropic Claude or OpenAI GPT through lic",
  "headings": [
    "Agent-driven market data interpretation pipeline · feed → LLM → signal → trading system",
    "TL;DR",
    "Wiki route",
    "Four-stage pipeline · stage-by-stage",
    "Stage 1 · Ingest",
    "Stage 2 · Interpret · LLM ingestion",
    "Stage 3 · Route · signal → trading system",
    "Stage 4 · Execute · deterministic algo + pre-trade controls",
    "Real-world deployments · 2026-05 public disclosures",
    "Goldman Marquee + Marquee AI"
  ],
  "body_links": {
    "wikilinks_count": 13,
    "wikilinks": [
      "INDEX",
      "agent-economy/INDEX",
      "agent-economy/agent-custody-and-authorization-framework-2026",
      "agent-economy/agent-identity-defi-and-traditional-finance-bridge",
      "agent-economy/agent-legal-tax-liability-framework",
      "agent-economy/agent-payment-protocol-four-way-comparison-2026",
      "agent-economy/ai-driven-trading-regulation-japan-2026",
      "agent-economy/claude-code-extension-architecture",
      "agent-economy/llm-agent-finance-application-overview-2026",
      "derivatives/INDEX",
      "exchanges/cex-api-sdk-ecosystem-comparison",
      "fintech/INDEX",
      "securities/japan-market-maker-and-liquidity-provider-landscape"
    ],
    "resolved_wikilinks": [
      "https://finwiki.zksc.io/INDEX.md",
      "https://finwiki.zksc.io/ja/domains/agent-economy/",
      "https://finwiki.zksc.io/ja/agent-economy/agent-custody-and-authorization-framework-2026/",
      "https://finwiki.zksc.io/ja/agent-economy/agent-identity-defi-and-traditional-finance-bridge/",
      "https://finwiki.zksc.io/ja/agent-economy/agent-legal-tax-liability-framework/",
      "https://finwiki.zksc.io/ja/agent-economy/agent-payment-protocol-four-way-comparison-2026/",
      "https://finwiki.zksc.io/ja/agent-economy/ai-driven-trading-regulation-japan-2026/",
      "https://finwiki.zksc.io/ja/agent-economy/claude-code-extension-architecture/",
      "https://finwiki.zksc.io/ja/agent-economy/llm-agent-finance-application-overview-2026/",
      "https://finwiki.zksc.io/ja/domains/derivatives/",
      "https://finwiki.zksc.io/ja/exchanges/cex-api-sdk-ecosystem-comparison/",
      "https://finwiki.zksc.io/ja/domains/fintech/",
      "https://finwiki.zksc.io/ja/securities/japan-market-maker-and-liquidity-provider-landscape/"
    ],
    "external_links_count": 0,
    "external_links": []
  },
  "metrics": {
    "nonspace_chars": 17763,
    "word_like_tokens": 2794,
    "inbound_wikilinks_count": 3,
    "last_modified": "2026-07-29"
  }
}