Find the AI Work That Will Actually Pay You Back
Two weeks. A real diagnostic of your operations, your data, and your people. A ranked list of AI opportunities with cost, effort, and payback attached. Nothing vapour, nothing speculative.
Indicative scope
- function
- operations diagnostic
- volume
- ten-day cycle
- region
- POPIA scope
Indicative scope. Real engagement values confirmed at proposal.
What We Deliver
Most AI projects fail because they skip this step. We sit with your leadership, map the highest-volume functions, and score each one for AI suitability. The output is a prioritised roadmap you can either hand to us to build, hand to your internal team, or shelve. No pressure either way. The audit stands on its own.
Everything Included
Grounded in Your Business
We audit your actual operations, not a hypothetical AI deployment. The result maps to work your team recognises.
Ranked by Payback Speed
Every opportunity is scored on effort versus return. You see the thirty-day wins and the twelve-month bets.
POPIA-Aware from Day One
Every use case is flagged for personal-data risk so compliance is part of the shortlist, not a reason to scrap it later.
Build-or-Buy Clarity
For each opportunity, we tell you what to build, what to buy off the shelf, and what to leave alone.
Vendor-Neutral
We name specific tools and models where they fit. We are not locked to any vendor and flag where you already pay for capability you are not using.
Independent Deliverable
You keep the document. Hand it to anyone. Use it as internal justification, a board paper, or the spec for someone else's build.
What Success Looks Like
Every engagement is defined by the outcomes we commit to. Work output matters only to the extent that those outcomes land.
- A ranked list of AI opportunities scored on payback and effort
- A clear read on which functions are AI-ready today and which need data work first
- Build-or-buy recommendations for each use case
- POPIA-risk flags against every candidate project
- An investable roadmap, portable across delivery teams
Our Process
Scope
One-hour call to lock the boundaries of the audit and the functions in scope.
Interviews
Structured sessions with the team leads who run the target functions day to day.
Data Review
We look at what you capture, where it lives, and what quality it is in.
Opportunity Mapping
Every candidate use case gets scored on effort, payback, risk, and POPIA exposure.
Shortlist Workshop
Half-day session with leadership to pressure-test the ranking and agree priorities.
Delivery
Written report, ranked opportunity register, and a recommendation on sequencing.
Your AI Ops Audit questions, answered
STATUS // RESPONSE WITHIN ONE BUSINESS DAY
Tell us the function.
Share the cost line you want to address. We will come back inside one business day with a scoped proposal.
Across the practice
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Core AI