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AI Delivery Review
A fixed-price review. One team, one delivery workflow, from intent to release.
From $4,000 · 3 days
All prices are in NZD and exclude GST.
Price and scope
Review pricing is based on the number of people in your team.
Teams of fewer than 10 people
$4,000 · 3 days
Teams of 10 to 50 people
$12,000 · 10 days
Teams of more than 50 people
Larger teams scoped on request.
Scope and fixed fee agreed before work begins.
When it helps
Teams often add AI tools without changing the process around them. I review how your team uses AI in its day-to-day work, and where reliability, review effort and cost break down.
Your team is using AI, but the return is unclear. Tool and model costs are growing, review takes longer, or you need a clearer view of how AI is being used and controlled.
AI has increased output, but your team is spending more time checking changes, fixing regressions or waiting for release confidence.
You’ve invested in new AI tools, but you’re not seeing the benefits you expected. Your people may need practical support, training and time to find where the tools can make a useful difference.
Or staff may be building “shadow AI”: applications that replace spreadsheets or Access databases outside organisational oversight. Hosting has not been approved, security has not been checked, and responsibility for data, access and ongoing support is unclear.
What you get
- A review of one team and one workflow, from intent to release.
- Visibility of true AI delivery cost, including retries, review time and rework.
- A prioritised improvement list with reasons and trade-offs.
- A scoped pilot recommendation and measures to judge whether it is working.
Build quality into the work
I assess acceptance criteria before implementation, automated checks that help reviewers, and quality, security and risk controls with clear human responsibility.
Within the agreed team and workflow, I identify gaps in staff training, shared practices and oversight of AI-built applications, including hosting, data access and ownership. These inform the prioritised improvement list.