Use Cases
RFQ Management: Turning Technical Requirements into Reliable Quotes
How to manage RFQs across technical review, costing, sourcing, delivery planning, approvals, and revisions, and where AI can reduce the work.
Blog
Insights from the operating layer.
How enterprise AI actually gets deployed — from the team building the rails.
Strategy
From Chaos to the Frontier: The Seven Stages of a Company
Diagnose your company's stage, understand why businesses get stuck, and see where AI can help—from daily firefighting to the ambitions of SpaceX and OpenAI.
Engineering
AI vs. AGI: The Difference Is Generalization, Not Hype
AI is the umbrella; AGI is a capability claim about breadth, transfer, adaptation, and bounded autonomy. A technical guide to the boundary.
Engineering
How to version LLM prompts: pin, test, promote, roll back
A production checklist for prompt versioning: what to pin besides the text, how it differs from git, how to test a candidate, and how to roll back without a redeploy.
Strategy
Nobody gets fired for buying AI
Your board wants an AI strategy by Q4 and you don't have a problem that needs one. Three forces explain why — and none of them is stupidity. What to bring to that meeting instead.
Strategy
AI is a window, not a wall
A CEO stopped my walkthrough with one question: couldn't you have done this without AI? Most of it, yes. Here is the five-question test I now run before any step gets a model.