{"version":"1.0","type":"card","id":"f7a486a3-4399-4a4a-8a7e-ae7683fd6786","url":"https://stacklist.com/card/f7a486a3-4399-4a4a-8a7e-ae7683fd6786","title":"This Isn’t an AI Problem. It’s a Workflow Problem.","source_url":"https://www.linkedin.com/pulse/isnt-ai-problem-its-workflow-david-m-aferiat-3jcre/?trackingId=4uQ%2FhtHsQUCTjUiozKCiuw%3D%3D","note":"The article discusses insights from a meeting with founders and CEOs about the challenges of AI, emphasizing that the core issue lies not in AI technology itself, but in the workflows surrounding it. It highlights the importance of addressing these workflows to effectively leverage AI tools.","image":{"url":"https://ucarecdn.com/e027ff1d-ffb9-4384-8345-8cec7497d2e4/","alt":"This Isn’t an AI Problem. It’s a Workflow Problem.","width":1080,"height":1080},"stack":{"id":"3701d09f-5d84-426c-aef0-e129d294445b","title":"Leadership and Execution Guide","url":"https://stacklist.com/c/education/stack/3701d09f-5d84-426c-aef0-e129d294445b"},"created_at":"2026-08-05T16:37:58.582Z","updated_at":null,"aco":{"summary":"Workflow clarity, not AI tools, is the real solution to business inefficiency. Organizations must map and fix broken processes before automating them, moving from manual effort and information distrust to confident decision-making through systematic leverage.","tags":["workflow-clarity","business-process","automation","ai-implementation","operational-efficiency","decision-making","systems-thinking"],"key_entities":[{"name":"David Aferiat","type":"person","confidence":0.95},{"name":"workflow-clarity","type":"concept","confidence":0.95},{"name":"administrative-drag","type":"concept","confidence":0.9},{"name":"information-distrust","type":"concept","confidence":0.9},{"name":"AI-automation","type":"concept","confidence":0.92},{"name":"process-mapping","type":"concept","confidence":0.88}],"classification":"analysis","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-08-05T16:38:04.278Z"},"token_counts":{"approximate":791,"cl100k":679},"content_hash":"sha256:ef35133d4f43d25154ea53c834bac4a797925f8f6c81829e46ed774ff2069cbd","acp_version":"0.2","body_available":true,"body_tokens":791,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/f7a486a3-4399-4a4a-8a7e-ae7683fd6786.json","html":"https://stacklist.com/card/f7a486a3-4399-4a4a-8a7e-ae7683fd6786","md":"/api/public/card/f7a486a3-4399-4a4a-8a7e-ae7683fd6786.md","stack_json":"/api/public/stack/3701d09f-5d84-426c-aef0-e129d294445b.json"}}