I will audit your ai product and deliver a prioritized technical roadmap
About this Gig
Get a concrete decision package before committing more budget to an unclear AI or software build.
I review the product goal, current architecture, workflow, constraints, data boundaries, and proposed use of AI. You receive an evidence-based plan that separates real leverage from avoidable complexity.
Depending on the package, your review can include:
- Technical feasibility and product scope
- Current-state and target architecture
- AI and automation opportunity analysis
- Risk and assumption review
- Prioritized implementation roadmap
- Recommended stack and delivery phases
- Budget and timeline guidance
The Premium AI Product Diagnostic includes a discovery call, architecture diagram, prioritized roadmap, PDF report, and handoff call.
This is designed for founders and operators deciding whether to build, pause, rescue, or change direction. It is not a security certification, legal review, or guarantee of commercial results.
Message me before ordering with the system and the decision you need to make.
Purpose:
Ideation
•
Project assistance
•
Strategy
AI engine:
ChatGPT
My Portfolio
FAQ
What kinds of projects can you review?
AI products, AI agents, RAG systems, workflow automation, SaaS products, internal tools, backend systems, and AI features being added to an existing product.
Do you build the product after the consultation?
Yes. This Gig focuses on analysis and planning, but I also offer implementation work. If there is a good fit, the Diagnostic can become the starting point for a focused Build Sprint or larger development engagement.
Do I need an existing product or codebase?
No. I can work with an early-stage idea, an existing application, or a workflow you currently handle manually. The important thing is that you can explain the business problem and desired outcome.
What do you need from me before starting?
A description of your goal, what currently exists, relevant constraints, your expected users, any systems or data involved, and your approximate timeline. I’ll ask focused follow-up questions when necessary.
Will you recommend specific AI models and technologies?
Yes, when appropriate. I’ll recommend tools based on your requirements, data, cost, reliability, and implementation constraints rather than forcing every project into the same stack.
Is this the same as hiring someone to build a quick AI prototype?
No. The purpose of this Gig is to reduce uncertainty before implementation. I focus on scope, architecture, feasibility, risks, and the smallest valuable path to a real product—not just producing a demo.

