{
  "id": "uc_2026_000127",
  "slug": "citi-devin-agentic-coding-14000-engineers",
  "title": "How is Citi using the Devin agentic coding tool?",
  "answer": "About 14,000 Citi engineers use an agentic coding tool (Devin), per The National CIO Review. Citi reported technology vendor spending down 30% year over year and a 30%-40% improvement in product launch speed as more development moved in-house.",
  "industry": "financial-services",
  "sub_industry": "Global bank",
  "roles": [
    "software-engineering"
  ],
  "function": "it",
  "tasks": [
    "code-generation",
    "in-sourcing-development"
  ],
  "agent_pattern": "autonomous-agent",
  "autonomy_level": 2,
  "tools": [
    {
      "name": "Devin",
      "vendor": "Cognition",
      "url": null,
      "affiliate": false
    }
  ],
  "deployment_status": "production",
  "organization": {
    "name": "Citigroup",
    "type": "bank",
    "named": true
  },
  "outcomes": [
    {
      "metric": "engineers using the agent",
      "value": "approximately 14,000",
      "source_ref": 1,
      "self_reported": false
    },
    {
      "metric": "technology vendor spending",
      "value": "declined 30% year over year",
      "source_ref": 1,
      "self_reported": false
    },
    {
      "metric": "product launch speed",
      "value": "30% – 40% improvement",
      "source_ref": 1,
      "self_reported": false
    }
  ],
  "sources": [
    {
      "url": "https://nationalcioreview.com/articles-insights/cio-field-notes/how-citi-and-bank-of-america-are-measuring-ais-payoff/",
      "publisher": "The National CIO Review",
      "title": "How Citi and Bank of America Are Measuring AI's Payoff",
      "published": "2026-10-14",
      "type": "news",
      "quote": "Approximately 14,000 Citi engineers are using an agentic coding tool, helping the bank launch products faster and bring more development work in-house.",
      "independent": true,
      "accessed": "2026-10-17",
      "ref": 1
    }
  ],
  "how_it_works": [
    "Engineers delegate development tasks to the Devin agent.",
    "More work done internally instead of by external vendors."
  ],
  "risks_compliance": [
    "Code quality and security review of agent output",
    "Attribution: vendor-spend and launch-speed changes have multiple causes"
  ],
  "medtech_relevance": null,
  "notes": [
    "Outcomes are company-reported in earnings commentary and relayed by an independent publication."
  ],
  "models": [],
  "integrations": [],
  "related": [],
  "first_seen": "2026-10-17",
  "last_verified": "2026-10-17",
  "sponsored": false,
  "license": "CC BY 4.0 (summary text); quotes and sources belong to their owners",
  "evidence_grade": "A",
  "grade_rationale": "Named organization with a quantified outcome reported by an independent source.",
  "verification": {
    "checked": "2026-10-17",
    "checker": "pipeline.verify (quote match + outcome-number match)",
    "methods": [
      "auto:fetch"
    ],
    "quotes_matched": 1,
    "quotes_total": 1,
    "claims_matched": 3,
    "claims_total": 3,
    "passed": true
  },
  "url": "https://agentcasefile.com/cases/citi-devin-agentic-coding-14000-engineers/",
  "industry_label": "Banking & Financial Services",
  "role_labels": [
    "Software Engineering"
  ],
  "vertical": null
}