I recently worked through an AI consultant evaluation for a client. We looked at the consultant's track record with similar projects, their technical depth in machine learning, and how they communicated complex ideas to non-technical stakeholders. The evaluation also covered their recommended toolset and whether it aligned with our existing infrastructure. It was revealing—some had great demos but struggled with real-world data quality issues. One consultant impressed by frankly admitting their… AI consultant evaluation 4