{
  "id": "uc_2026_000133",
  "slug": "access-group-devin-engineering-output",
  "title": "How did The Access Group increase engineering output with Devin?",
  "answer": "The Access Group (250 products, 2,000+ engineers) adopted Devin. Cognition reports 5x more merged pull requests than a year earlier; in one test, ten items estimated at two days each came back in twenty minutes.",
  "industry": "software-internet",
  "sub_industry": "Business management software (UK)",
  "roles": [
    "software-engineering"
  ],
  "function": "it",
  "tasks": [
    "code-generation",
    "pull-requests"
  ],
  "agent_pattern": "autonomous-agent",
  "autonomy_level": 2,
  "tools": [
    {
      "name": "Devin",
      "vendor": "Cognition",
      "url": null,
      "affiliate": false
    }
  ],
  "deployment_status": "production",
  "organization": {
    "name": "The Access Group",
    "type": "business software company",
    "named": true
  },
  "outcomes": [
    {
      "metric": "merged pull requests",
      "value": "5x more than a year ago",
      "source_ref": 1,
      "self_reported": true
    }
  ],
  "sources": [
    {
      "url": "https://devin.ai/customers/access-group",
      "publisher": "Cognition (Devin)",
      "title": "How The Access Group 5x'd engineering output across 250 products and 2,000+ engineers",
      "published": null,
      "type": "vendor-customer-story",
      "quote": "They gave those ten items to Devin: all ten came back in twenty minutes.",
      "independent": false,
      "accessed": "2026-10-17",
      "ref": 1
    }
  ],
  "how_it_works": [
    "Engineers delegate backlog items to Devin.",
    "Merged pull requests tracked as output measure."
  ],
  "risks_compliance": [
    "Agent-written code requires human review and testing",
    "Vendor-published results; not independently audited"
  ],
  "medtech_relevance": null,
  "notes": [],
  "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": "B",
  "grade_rationale": "Named organization with a quantified outcome from the vendor or the organization itself (self-reported).",
  "verification": {
    "checked": "2026-10-17",
    "checker": "pipeline.verify (quote match + outcome-number match)",
    "methods": [
      "auto:fetch"
    ],
    "quotes_matched": 1,
    "quotes_total": 1,
    "claims_matched": 1,
    "claims_total": 1,
    "passed": true
  },
  "url": "https://agentcasefile.com/cases/access-group-devin-engineering-output/",
  "industry_label": "Software, Internet & Media",
  "role_labels": [
    "Software Engineering"
  ],
  "vertical": null
}