From blocked to built : decomposing a stuck project with human + AI collaboration

Sun, 26 Apr 2026 00:00:00 +0000

A content adaptation project had been stalled for months. Existing material existed, but no team had a clear mandate to adapt it, the source content’s training modality was wrong for the target audience, and the resourcing case was too thin to justify a traditional approach. The guiding question I was working with : can a single practitioner move a stuck, multi-stakeholder project to a validated proposal using AI-assisted work decomposition — and if so, what does that actually look like?

Prompt-Engineering on Bil Arikan

From blocked to built : decomposing a stuck project with human + AI collaboration