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I will write your ai product requirements document, prd, and technical spec
Product manager AI product specs and PRDs AWS cost audits
With over 5+ yrs product manager experience at major tech companies, I help write technical & AI product specs and PRDs, audit AWS cloud costs, and advise on product and cloud strategy - documentation...
About this Gig
You have the idea. Your developers need a spec they can actually build from. That is what I write.
I am a product manager at a major tech company: five years in operations, now running product, currently rolling out a product across EU. I turn founder-speak into documents a dev team can execute: user stories, functional requirements, API specifications, error handling and a build task breakdown.
For AI products I also spec the model choice (OpenAI, Anthropic or AWS Bedrock), prompts, guardrails and fallback behaviour, so there are no surprises mid-build.
Every document is written to be handed straight to a developer or agency. This gig covers documentation and advice, not hands-on code.
Message me before ordering if your product handles payments, health or children's data.
Document type:
Documentation
•
Technical Specifications
Industry:
Technology
Language:
English
Delivery style preference
Please inform the freelancer of any preferences or concerns regarding the use of AI tools in the completion and/or delivery of your order.
My Portfolio
FAQ
Q: What do you need from me to start?
A: A short brief on your product idea and who it is for. A call, voice note or rough notes all work - the messier the better, shaping it is my job.
Q: Will you write the code as well?
A: No. This gig delivers the documentation and advice your developers build from: the PRD, specs and architecture brief. Hands-on development is not included.
Q: Which AI products can you spec?
A: Anything from a simple chatbot feature to a full AI product. I cover model choice (OpenAI, Anthropic, AWS Bedrock), prompts, guardrails and fallback behaviour.
Q: Can I hand the PRD straight to my developers?
A: Yes. Every document is written to be executed: user stories, functional requirements, API specs, error handling and a task breakdown ready for a dev team or agency.
