Audit & Roadmap
For a team with too many ideas and no honest way to rank them. I map the work, data, risks, and ROI before anyone commits to a build.
I map, build, and operate production automation and data systems. Every engagement has a defined outcome, a visible price model, and a clean exit: the infrastructure, code, and data remain yours.
Pick the line that sounds most like the problem in front of you. The detailed page shows the exact scope, proof, and terms.
I don't know what to build first.
A ranked, costed plan with the risks named.
One painful workflow is already clear.
That process running end to end in your cloud.
Scattered data is blocking reporting and AI.
Connected sources, governed definitions, and one live workflow.
My commerce systems cannot answer a valuable question.
An evidence-backed intelligence engine in monitor mode.
I have a backlog and live systems to keep healthy.
Senior build capacity plus ongoing operation.
It combines the data foundation, a production intelligence workflow, and optional ongoing operation into one commerce-specific engine. Start with the highest-value question your current systems cannot answer, prove it against live evidence, then expand.
Connect and govern the evidence
Answer the first valuable question
Operate, improve, and expand
For a team with too many ideas and no honest way to rank them. I map the work, data, risks, and ROI before anyone commits to a build.
For one defined process that is eating the week. I automate it end to end, ship it to production, and hand over the code and runbook.
For teams whose reporting and AI are blocked by fragmented systems. I connect the data, govern the definitions, and launch the first useful workflow.
For a growing backlog and a live estate that needs an owner. I keep shipping new work while operating what is already in production.
Bring one architecture decision, vendor tradeoff, AI plan, or production problem. We work it through live, and I send the decision and next steps afterward.
I have spent 15+ years building mission-critical systems, shipped 100+ production services, and built the operating platform behind a high-volume DTC business. I also teach the patterns in public.
See Getting AutomatedYour cloud, repositories, data, and credentials.
Fixed scope and a known number at kickoff.
Monitoring, retries, evidence, and clean recovery.
You work directly with me throughout.
If the right answer is “do not build this yet,” I will tell you that too.