Stop Retraining. Start Diagnosing.

“In enterprise AI the model is rarely the problem. The system around it almost always is.” A customer rep promised a discount. It was the right discount. The model said so. The problem — the policy had changed three days earlier. The model didn’t know. The customer was already engaged. The promise was already made. The rep couldn’t honor it. The customer was furious. When I was brought in, the team’s instinct was to retrain the model. Expensive. Time-consuming. And in this case — completely wrong diagnosis. ...

June 7, 2026 · 7 min · Rashmi Mittal

AI Risk Assessment Tool

Takes 3 minutes. No theory. Just your tier and what to do next. Answer these 8 questions about a specific AI system you are deploying or planning to deploy. Score each answer — Low = 1, Medium = 2, High = 3. Add up your total at the end. How to score For each question circle or note your answer. Each answer carries a score: Low risk answer = 1 point Medium risk answer = 2 points High risk answer = 3 points Total your score at the end and find your tier. ...

January 1, 2026 · 7 min · Rashmi Mittal