Ai Projects Require More Discipline: Not More Tools
Fact: the AI tool layer changes on a 6–12 month cycle.
Tools change fast. Agile, Lean, OOP, and GRASP don’t.
We build on the invariant: standard work, telemetry guardrails, and agent-assisted delivery that turns pilots into platforms. (The book teaches the same strategy).
Architecture & Anchors
Contracts, checkpoints, and memory so resets don’t erase intent. If it isn’t reproducible, it isn’t real.
Explore ServicesDay Zero Stabilization
Backups, smoke tests, and loop-to-green. We unstick projects without burning the house down.
Start Day ZeroRAG & Retrieval
From demo to data product: eval sets, drift control, and latency-aware patterns that scale.
See how we build RAGTaming the Ai Hydra
The playbook thinking behind our approach—Agile loops, anchors, and governance beside innovation.
Read Insights