MIT research shows 95% of AI pilots in professional services fail to deliver ROI. The problem isn't the technology—it's treating AI as a horizontal layer instead of rebuilding workflows around …
Cookie-cutter AI strategies ignore the unique workflows, team dynamics, and client requirements that determine integration success. Here's how to build an approach that actually fits your delivery model.
Rushing AI tools into production without proper workflow integration doesn't just waste money. It damages client relationships and team confidence in ways that take months to recover from.
Your AI experiments keep producing impressive demos but zero delivery improvements. Here's why pilot projects fail and what successful teams do differently.