I will do an ai opportunity audit or review your product backlog
AI Automation and Agents, Technical Product Manager and MVP Development
About this Gig
Two situations, one fix. Either you know AI could help your business but you've no idea where it actually fits or what's worth doing first, or your product backlog and roadmap have gone messy and unprioritised and you want someone who's done this properly to sort it out. I'll take a proper look and hand you back a clear, prioritised plan with no fluff and no hype.
I've spent 10+ years scoping and prioritising products and AI integrations, including LLM work at Builder.ai and platform delivery at Visa and BP, so I can tell the difference between AI that earns its keep and AI that's just a shiny demo, and I know what a backlog needs to look like for a dev team to actually move fast.
What you get:
- A walkthrough of your business, product or workflows
- For an AI audit: a prioritised list of where AI genuinely helps, scored by impact vs effort, with tool and cost guidance
- For a backlog audit: an honest review of your backlog, roadmap and user stories with gaps, risks and quick wins flagged
- A clear written action plan you can hand straight to your team
Still got questions? Message me first with what you're after and I'll point you to the right package and discuss how I can help.
Other Product Management Services I Offer
FAQ
What's the difference between the two audits?
The AI Opportunity Audit looks outward at your business to find where AI saves time or money. The Backlog Audit looks inward at your existing product plan to fix prioritisation, clarity and gaps. Premium covers both.
I'm not technical — will the report make sense?
Yes. It's written in plain English with clear priorities, not jargon.
What happens after the audit?
You get a plan you can run yourself, or I can build/deliver the top priorities with you — we'd scope that separately.
Is my information kept private?
Yes, anything you share stays confidential and is only used for your audit.
What is an AI Opportunity Audit?
An AI Opportunity Audit reviews your business, product, workflows, or backlog to identify where AI and Automation could genuinely save time, reduce cost, improve user experience, or create new product value. I prioritise the opportunities by impact, effort, risk, and practical feasibility.
What is a Product Backlog Audit?
A Product Backlog Audit reviews your existing roadmap, backlog, user stories, feature list, or product plan to find gaps, unclear requirements, weak priorities, duplication, scope creep, delivery risks, and missing acceptance criteria. The goal is to make your backlog clearer, and easier to execute.
Who is this gig best for?
This gig is best for founders, startups, SaaS teams, product owners, agencies, SMEs, and businesses that either want to use AI but are unsure where it fits, or already have a product backlog/roadmap that needs review, prioritisation, and clearer next steps.
Will you build the AI solution or only audit the opportunity?
This gig is focused on audit, strategy, prioritisation, and action planning. I will identify what is worth building and why. If you want implementation afterwards, I can create a custom offer for AI workflow automation, AI agents/chatbots, product strategy, or technical product management support.
Can you help me decide where AI actually fits in my business?
Yes. I can review your workflows, customer journeys, support processes, internal operations, product features, or backlog and identify practical AI use cases. I focus on where AI can create real value, not just where it sounds impressive.
What do you need from me to get started?
I will need your business/product context, current goals, any existing backlog, roadmap, feature list, user stories, PRD, workflow notes, customer pain points, screenshots, tools used, and any AI ideas you are considering. If you do not have everything organised, send what you have and we'll begin.

