AI Advisor | Google AI Accelerator Alum
AI Founder | Co-Founder & CEO at Krybe


In one focused day, your team builds a way to measure AI ROI that finance will trust. We open with a free discovery call to understand your AI investments and how your CFO judges value. Then we spend four working hours setting a clean baseline, picking honest metrics that map to revenue, cost, or time saved, and building a simple model on your own numbers that ties AI use to real money. You leave with a measurement framework and a live model on your own data, not a vague claim that AI is helping somewhere.
We keep the work credible and defensible. Together we account for the full cost of AI rather than just the licence fee, tie hours saved to a cost your finance team recognises, and turn the result into a clear payback story in the language your CFO already uses. We cover how to value automation and AI agents across your highest-impact workflows, how this evidence feeds your wider AI strategy and adoption roadmap, and how to rerun the model each quarter. You leave with a framework you can apply to every new AI project.
Your team leaves with a measurement framework and a live model that ties AI use to money your CFO will trust.
Pick metrics that map to revenue, cost, or time saved
Set a clean baseline so you can prove the change is real
Avoid the vanity numbers a CFO will see straight through
Tie hours saved to a cost your finance team recognises
Account for the full cost of AI, not just the licence fee
Build a simple model you can update each quarter
Turn the model into a clear before-and-after story
Show payback and return in language finance already uses
Leave with a framework you can rerun for every new AI project
We learn your AI investments, the tools in use, and how your finance team decides what counts as value.
We establish what the work cost before AI, so every gain you claim is measured against something real.
We pick the few measures that map to money and drop the vanity numbers finance will not trust.
We build a simple model on your own numbers that ties AI use to cost saved and value created.
We turn the model into a clear payback story in the language your CFO already uses, and pressure test it.
A follow-up session to refine the model and metrics as real data comes in.

AI Advisor | Educator | Google AI Accelerator Alum

AI Founder | Co-Founder & CEO at Krybe | Co-Founder of Snapdrum
Finance leaders who want proof of AI value they can defend, not optimistic estimates.
Founders who need to justify AI spend to a board or investors with real numbers.
Operations heads running AI projects that need a credible ROI story to keep their budget.
Live sessions
Learn directly from Aki Wijesundara & Manu Jayawardana in a real-time, interactive format.
Free 1-hour discovery call
We learn your AI investments and how finance judges value before the day begins.
4 hours of hands-on measurement work
Your team builds the model live on your own numbers, coached by us, not handed a template.
A live ROI model
A simple model on your real data that ties AI use to cost saved and value created.
A measurement framework
The metrics and method you can rerun for every new AI project, finance approved.
Follow-up office hour
We refine the model and metrics as real data comes in.
Maven Guarantee
Your purchase is backed by the Maven Guarantee.
WireApps
Modern Health
MPB
Type B Digital
I sent my team through this training for upskilling, and the results have been remarkable. Within weeks, they became much more efficient at building automations and deploying AI agents at work. This program bridges the gap between theory and practice and it’s had a real impact on our productivity.

Aamir Faaiz
The AI training approach is outstanding. Our team learned to build practical AI solutions that we could implement immediately in our educational platform. The hands-on methodology made complex AI concepts accessible to our entire development team.

Kavi T.
Maven for Teams
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