AI consultant evaluation 2

https://vwnk0g39xm.clearminster.com/posts/ai-operating-experience-emerges-as-key-benchmark-for-enterprise-consulting-choices

When I needed an AI consultant to evaluate our data pipeline, I wasn't sure what to expect. She spent a day interviewing our team and auditing our models, then gave a brutally honest report: our NLP classifier was overfitting and our training data had serious biases. She didn't just point out flaws though—she provided a step-by-step remediation plan that we could actually implement within our budget. The whole process felt collaborative, not judgmental, and left us with clearer priorities.