Agentic systems
Orchestration · Retrieval · Evaluation · Human checkpoints
Practice
I connect strategy, architecture, and delivery around one decision.
The work starts with a decision, not a preferred tool. I define the evidence, build a testable slice, and add the controls.
Operating model
FRAME
Define the outcome, evidence, limits, and owner before you discuss a model or cloud service.
PROVE
A running workflow shows real behavior, failure points, and operating cost. A slide deck does not.
GOVERN
Add human approval, evaluation, logs, and named ownership to the system. Do not leave them for a compliance review.
System work
I review the system, challenge its assumptions, and build the part that carries the most risk. The delivery team gets an operable design.
Orchestration · Retrieval · Evaluation · Human checkpoints
Cloud platforms · Data foundations · Integration · Operating models
Security boundaries · Observability · Ownership · Decision evidence
Project flow
Define the outcome, evidence, limits, and owner.
Create the smallest working workflow that shows behavior, failure points, and cost.
Put evaluation, human approval, logs, and ownership inside the architecture.
A hard system problem?
Send me the decision, constraint, or failing system. I’ll tell you where I would start.