Your CRM Is Feeding AI Agents Mutually Exclusive Truths

This story was originally published on HackerNoon at: https://hackernoon.com/your-crm-is-feeding-ai-agents-mutually-exclusive-truths. AI agents can act on conflicting CRM data. This framework resolves identity, authority, freshness, consent, and action risk before execution. Check more stories related to programming at: https://hackernoon.com/c/programming. You can also check exclusive content about #hubspot, #revops, #system-design, #ai-agents, #crm, #data-governance, #knowledge-graphs, #enterprise-ai, and more. This story was written by: @mrpratikthakker. Learn more about this writer by checking @mrpratikthakker's about page, and for more stories, please visit hackernoon.com. A CRM field is only the latest stored value. The Assertion Conflict Graph preserves provenance, detects incompatible claims, and routes conflicts through five deterministic gates before an AI agent may act.