Pillar
Business framing, AI strategy, competitive positioning
22 articles • Page 3 of 3
A tool designed for one deployment model behaves differently in another. Where your infrastructure lives isn't a preference — it's a constraint that eliminates options before evaluation even starts.
Production AI has reliability, auditability, and hallucination characteristics that the marketing copy doesn't cover. What to actually evaluate before deploying AI in a regulated environment.
The difference between retainer and project work isn't billing structure. It's what kind of relationship you're building, what knowledge you accumulate, and how your business grows.
Wrong-fit client work costs more than it pays. Not in an abstract sense — in measurable team capacity, diluted focus, and the opportunity cost of what you didn't build while you were busy with the wrong work.
