For product and engineering leaders deciding where AI can help, why a workflow is falling short, or what needs to change before expanding its use.
Discuss your workflowBring one workflow and the decision your team needs to make. We review the current approach, available evidence, constraints, and where AI can help.
What you receive
A written workflow review with prioritized gaps, recommended changes, acceptance criteria, and a proposed owner for each next step.
Put an agreed recommendation into practice. We define one change or experiment, the access it needs, and how your team will decide whether to use it.
What you receive
A scoped implementation or prototype, a test record against agreed criteria, documented limitations, and a handover with a keep, change, or stop recommendation.
Working principles
We agree on scope, fees, access, deliverables, and review criteria before work begins. The work can start with an advisory review; implementation is scoped separately when it is useful.
Start here
Share the workflow, the problem, and the result you want. I’ll review the fit and, if there is a useful next step, reply with a suggested scope. You can start the conversation before taking the audit.
Discuss your workflowWorking with coding agents? Take the free Agentic Coding Audit to identify questions worth bringing to the review.