Comparing AI consultants is like shopping for a specialized mechanic—you want one who knows your industry, not just the latest buzzwords. I recently vetted three firms for a retail analytics project. One pitched flashy dashboards but couldn't explain the training data. Another had deep supply chain experience but charged like a law firm. The third offered a free pilot with clear deliverables. That hands-on test revealed everything. AI consultant comparison