Build Internal AI Tools Without Engineers

Aki Wijesundara

AI Advisor | Google AI Accelerator Alum

Manu Jayawardana

AI Founder | Co-Founder & CEO at Krybe

5.3× ROI: Let Every Operator Build the Tool They Need

Your team already has AI access - but they're using it like a search engine, not a tool-builder. Every repetitive task still gets done by hand because a real internal tool feels like it needs engineers and a backlog. In four hours, on your team's own real work, that changes.

The math: teams that adopt AI properly run 25.1% faster on AI-suitable tasks - about 2.5 hours back per person, every week - which compounds into a 5.3× annualized ROI (Harvard Business School × BCG; U.S. BLS labor data). Break-even is ~28 minutes saved per person per week.

Proven on real teams. The same shape of session we ran for Modern Health, where Product, Ops, Design and Engineering each shipped a working build on their own data in a single day; MPB, 5× faster listing throughput; and Type B Digital, operator output lifted 2.5×.

One date, your whole team. Bring two people or twenty, no cap on numbers. Nobody experiments alone - everyone walks out on one setup and one shared way of working. Everyone walks out shipping their own internal tools - no engineers, no backlog.

Exact date and time are confirmed after enrolling. Questions first? Email us or book a call here.

What you’ll learn

Your team leaves able to build and ship its own internal AI tools, no engineers and no dev backlog required.

Turn a repeated task into a simple internal tool
Give the tool a clear input and a reliable output
Make it something a teammate can use without your help

Build with plain language instead of code
Skip the ticket queue and ship it the same day
Learn a pattern you can repeat for the next idea

Share the tool so the whole team can run it
Keep it working as your needs change
Build a backlog of the next tools worth making

Workshop agenda

Before the day: Discovery call (1 hour, free)
We meet your team, find the manual tasks worth turning into a tool, and tailor the day to your work and the tools you use.
Hour 1: What makes a tool, not a one-off
The mental model shift. The difference between a clever prompt and an internal tool a teammate can rely on.
Hour 2: Build your first internal tool
We take a real repeated task your team does and build a working tool for it together, with no code, live.
Hour 3: Make it shareable and reliable
Tighten the inputs and outputs, connect it to your own data, and get it ready for the rest of the team to use.
Hour 4: Capstone build
Each group ships a working internal tool on their own real work, then presents it to the room.
After the day: Office hour
A follow-up session to unblock the team as they build and roll out more internal tools.

Learn directly from Aki & Manu

Aki Wijesundara

Contact

AI Advisor | Educator | Google AI Accelerator Alum

Manu Jayawardana

Contact

AI Founder | Co-Founder & CEO at Krybe | Co-Founder of Snapdrum

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Who this workshop is for

Team leads who want their people building tools, not waiting on a dev backlog.
Operators with repeat tasks begging to become a simple tool.
Founders who want a team that ships its own internal tools.

What's included

Live sessions

Learn directly from Aki Wijesundara & Manu Jayawardana in a real-time, interactive format.

One booking covers your whole team

No need to buy a seat per person. After you book, we schedule the session around your team's timeline, and you can bring as many people as you like, with no cap on team size.

Free 1-hour discovery call

We tailor the day to your team's tasks and tools before we begin.

4 hours of hands-on teaching

Live tool building on your own real work, no code and no generic demos.

A working internal tool

Your team ships a usable internal tool by end of day.

A build-it-yourself playbook

The repeatable pattern and prompts to keep making tools after we leave.

Follow-up office hour

We unblock the team as they build and roll out more internal tools.

Maven Guarantee

Your purchase is backed by the Maven Guarantee.

Testimonials

Engineers improved the real systems they ship every day, and left with production-ready Claude integrations and a reusable AI playbook.
WireApps
AI-first engineering agency, 50+ engineers. Six-week cohort.
In a single on-site day, Product, Ops, Design and Engineering each shipped a working build on their own real data, using Claude Code and MCP.
Modern Health
Global mental health platform (Lyft, EA, Ancestry). On-site workshop.
A two-day cohort delivered 5x faster listing throughput and 14 production tools shipped on the team's own systems.
MPB
The world's largest used-camera marketplace. Two-day cohort.
Over a five-day cohort the team shipped 8 client-ready automations and lifted operator output 2.5x.
Type B Digital
Strategy consultancy. Five-day cohort.
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
CEO of Bayseian
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.
CEO of Tilli Kids / Stanford PhD