AI-Based Enterprise-Grade CRM
Rohit is excellent to work with and a master of his craft.
I help teams turn difficult AI ideas into reliable products and share what I learn.

Short takes. Real experiments.
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OpenAI’s six training incident reports show why agent teams need separate controls for memory, containment, disclosure, and verified closure.

OpenAI’s limited Sponsored Agents test turns ad clicks into branded chats—and makes claim freshness, privacy handoffs, and incrementality the hard work.

OpenAI retires GPT-5.5 from ChatGPT, Work, and Codex on October 14. Audit hidden model pins and test a safe GPT-5.6 Sol migration.