Understand
Discover + Quantify
Map the workflow, owners, systems, exceptions and economic baseline. Decide whether the opportunity is worth deploying before choosing a model.
Deployment Method
Four operating phases. Seven deployment disciplines.
A practical system for keeping technical decisions attached to workflow reality from discovery through adoption.
Design
Design
Define architecture, models, tools, permissions, evaluation criteria and the boundary between deterministic logic, AI judgement and humans.
Deploy
Deploy + Evaluate
Build into the actual workflow, instrument quality, latency and cost, then test against the evaluation contract rather than demo applause.
Operate
Adopt + Compound
Observe use, remove friction, transfer capability and use what the deployment teaches to identify the next valuable opportunity.
DiscoverQuantifyDesignDeployEvaluateAdoptCompound
Move from intent to deployment