If you are considering an AI feature, or already have one that is slow, expensive, or unreliable, I can help you decide what to do next. We will focus on one workflow rather than trying to plan your entire AI strategy in a single call.

This is useful when you are choosing between an off-the-shelf tool and a custom build, trying to understand why an existing agent fails, or deciding whether an idea is worth a larger investment.

A short review of the workflow description and materials you send before the call.

A 45-minute call to discuss the current process, users, data, failure points, and likely costs.

A one-page action plan with the options I would test first, the main risks, and a practical next step.

You can use the plan with your own team or hire me separately for implementation. I will tell you if the best answer is to simplify the workflow or avoid AI for that use case.

Send a brief description of the problem, what you have tried, and any sample inputs or screenshots you are allowed to share. Please remove customer or confidential data unless we have agreed on how to handle it.

This is a focused review of one use case. It does not include code changes, a system-wide audit, a long strategy report, or ongoing email support.

Do I need an existing product? No. We can review a proposed workflow or one that is already running.

Will I get a fixed development quote? You will get an initial direction and the questions needed for a reliable quote. A build estimate depends on the systems, data, and acceptance criteria involved.