AI Audit
An AI audit that tells you where profit is leaking, in one week.
AI audit for operations: one week, on your data, with an exit point. Remote-first.
The audit is booked from the diagnostic call.
45 minutes · no pitch, no deck
The format
At a glance.
- Format
- One week, on your data, remote-first
- Start
- 45-minute diagnostic
- Output
- A short written readout plus a 60-minute walkthrough call
- Price
- Priced on scope, given on the call
What you get
What you get in week 1.
- Maturity reviewA review of your current AI, data and system maturity for the decision in scope.
- The A.R.T. checkWhether AI is the fix at all, or a process change, a rule or existing analytics is.
- Next best stepsWhat to do next, in order.
- A roadmapA roadmap for growth and savings.
What we need
What we need from you.
Access to the data behind one decision (an export is fine), the person who owns that decision, and about two hours of your team’s time across the week.
The readout
The week ends in a written readout.
It is walked through with you on a call, remote-first, and it sets out the next steps and the roadmap.
The exit point
You can stop here.
After the readout you can take it and go. There is no obligation to build, and the readout is yours.
What happens after
Where the audit sits.
45-minute diagnostic
The audit is booked from this call.
AI Audit (week 1)
On your data: the review, the A.R.T. check, the next steps and the roadmap.
Stop here: keep the readout
Act on the next steps with your team, or come back to build when you’re ready.
Build
A working v1, for example SKU forecasting or vendor rationalisation.
Run
The v1 kept running in your operations.
Expand
What works is taken to the next use case.
Back to Build for the next use case
The method
Is AI the fix? A.R.T. decides.
Test the use case, check the operating conditions, and put a number on the value: before anyone builds.
Applicability
AI necessity · Method fit
- Evaluate all candidate use cases that could solve the business problem.
- → Keep only those where AI genuinely helps the process.
Readiness
Data sufficiency · Infrastructure fit
- → Only what your real data, systems and owners can support now
Transformation
Profit lever · ROI unit
- → Tied to one lever of the profit equation, with a measurable ROI unit attached.
The few most profitable AI initiatives to start now.
Proof
Documented results.
- 93.2% → 97.8%service level · Inventory / Supply chainDemand, inventory and replenishment planning were built together for a 4,800-SKU operation. Service level improved; financial impact is still being measured.Read the case for Service level from 93.2% to 97.8% in multi-echelon planning
- 94%forecast accuracy · from below 60% · High-volume consumablesForecast accuracy improved from below 60% to 94% for a high-volume consumables client. This is a separate project from the beauty forecasting case.Read the case for Below 60% to 94% forecast accuracy for consumables
- +10%first-year margin expansion · Perishable Supply ChainA multi-billion-dollar food exporter was losing margin because dealers could claim back poor-quality fruit.Read the case for 10%+ margin expansion by predicting shelf life
- ~85%engineer-checked pilot evaluation, up from ~60% · Automotive EngineeringEngineers needed the right history, codes, documents, and photographs for rare, expensive faults.Read the case for From 60% to 85% pilot evaluation with multimodal retrieval
What people say
In a space full of tech hype, he is refreshingly grounded, honest about what the technology should and shouldn’t do, and always focused on what will actually work.”
Jitin played a pivotal role not only in experimenting with and developing the AI-driven forecasting solution but also in serving as an AI coach for end users, helping them understand and trust the forecasts produced by the model(s).”
What is an AI audit?
AI audit for operations: one week, on your data, with an exit point. You get a review of your current AI, data and system maturity for the decision in scope, a check of whether AI is the fix at all, the next best steps and a roadmap for growth and savings.
How long does it take?
One week. It ends in a written readout, walked through on a call.
Is it remote?
Remote-first. The readout is walked through with you on a call.
Do I have to continue to a build?
No. You can stop here. After the readout you can take it and go: there is no obligation to build, and the readout is yours.
What does it cost?
Priced on scope and given on the call. There is no public price.
How do I start?
Book the 45-minute diagnostic. The audit is booked from that call.