{"version":"1.0","type":"card","id":"7b4c1d39-8ce0-4ce6-9e7c-352b4caa439d","url":"https://stacklist.com/card/7b4c1d39-8ce0-4ce6-9e7c-352b4caa439d","title":"7 Reasons an Enterprise AI Pilot Fails To Reach Production","source_url":"https://blog.gyde.ai/why-enterprise-ai-pilots-fail-to-reach-production/","note":"Most enterprise AI pilots fail because they aren't optimized for production. Discover the 7 failure patterns and find solutions to combat each.","image":{"url":"https://ucarecdn.com/02a1af35-2f26-4ed0-ab6c-2fdc6a3929a4/","alt":"7 Reasons an Enterprise AI Pilot Fails To Reach Production","width":1350,"height":900},"stack":{"id":"37f6412a-1543-475b-a030-9bc5b953dbc1","title":"Moving AI from Pilots to Production","url":"https://stacklist.com/c/technology/stack/37f6412a-1543-475b-a030-9bc5b953dbc1"},"created_at":"2026-06-08T06:36:36.518Z","updated_at":null,"aco":{"summary":"Enterprise AI pilots fail to reach production primarily due to execution failures rather than model limitations, with 88% of AI POCs never making it to production. The article outlines seven key failure reasons including fragmented data access, weak architecture, vague objectives, employee resistance, unsustainable scaling costs, and misaligned success metrics.","tags":["enterprise-ai","ai-deployment","production-readiness","ai-governance","ai-pilot","operational-execution","ai-failure"],"key_entities":[{"name":"Anantha Sharma","type":"person","confidence":0.95},{"name":"Gyde","type":"organization","confidence":0.95},{"name":"Claude","type":"technology","confidence":0.9},{"name":"Gemini","type":"technology","confidence":0.9},{"name":"GPT","type":"technology","confidence":0.9},{"name":"Specific Intelligence Systems (SIS)","type":"concept","confidence":0.85},{"name":"production-grade AI","type":"concept","confidence":0.95},{"name":"demo-grade AI","type":"concept","confidence":0.9},{"name":"AI governance","type":"concept","confidence":0.9},{"name":"GydeBites","type":"event","confidence":0.8},{"name":"enterprise AI deployment gap","type":"concept","confidence":0.85}],"classification":"analysis","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-06-08T06:36:44.302Z"},"token_counts":{"approximate":5603,"cl100k":3799},"content_hash":"sha256:201fdf480f0e63c777f0deffb2e42c22d59edde0e8ae952f8593640f3f263714","acp_version":"0.2","body_available":true,"body_tokens":5603,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/7b4c1d39-8ce0-4ce6-9e7c-352b4caa439d.json","html":"https://stacklist.com/card/7b4c1d39-8ce0-4ce6-9e7c-352b4caa439d","md":"/api/public/card/7b4c1d39-8ce0-4ce6-9e7c-352b4caa439d.md","stack_json":"/api/public/stack/37f6412a-1543-475b-a030-9bc5b953dbc1.json"}}