{
  "schema_version": "1.1",
  "id": "auto-fb21820d80",
  "slug": "from-assistance-to-execution-how-enterprises-put-ai-to-w-fb21820d80",
  "url": "https://feed7.dev/p/from-assistance-to-execution-how-enterprises-put-ai-to-w-fb21820d80",
  "title": "From assistance to execution: How enterprises put AI to work",
  "why_included": "The adoption narrative lacks sample size, methodology, workflow examples, and implementation guidance for improving an agent session.",
  "summary": "OpenAI’s research frames enterprise AI adoption as a shift from assistance toward agent execution, with ChatGPT and Codex as examples rather than implementation guidance.",
  "practical_implication": "Builders should treat this as evidence of organizational demand for agents that execute work, then look for the underlying research before changing product or deployment plans.",
  "agent_context": "OpenAI reports that enterprises are adopting **agentic AI** through products including **ChatGPT and Codex**, and says a group it calls frontier firms is moving ahead in adoption.\n\nBuilders should treat this as evidence of organizational demand for agents that execute work, then look for the underlying research before changing product or deployment plans.\n\nThe supplied material provides no sample size, methodology, adoption rates, workflow examples, or definition of a frontier firm, so the size of the claimed gap is unclear.",
  "source": {
    "name": "OpenAI",
    "url": "https://openai.com/index/how-enterprises-put-ai-to-work",
    "published_at": "2026-08-12T00:00:00.000Z"
  },
  "source_class": "blog_post",
  "content_type": "Official Release",
  "layer": "industry",
  "domains": [
    "coding"
  ],
  "topics": [
    "adoption",
    "enterprise"
  ],
  "verification": {
    "status": "official_source",
    "label": "Official Source",
    "method": "source_feed",
    "verified_at": null
  },
  "uncertainty": [],
  "connected_context": null,
  "lifecycle": "New",
  "published_at": "2026-08-12T00:00:00.000Z",
  "modified_at": "2026-08-12T00:00:00.000Z",
  "supersedes": [],
  "expires_at": null,
  "formats": {
    "html": "https://feed7.dev/p/from-assistance-to-execution-how-enterprises-put-ai-to-w-fb21820d80",
    "json": "https://feed7.dev/p/from-assistance-to-execution-how-enterprises-put-ai-to-w-fb21820d80.json",
    "markdown": "https://feed7.dev/p/from-assistance-to-execution-how-enterprises-put-ai-to-w-fb21820d80.md"
  }
}