Build Internal AI Tools Without Engineers

Aki Wijesundara

AI Advisor | Google AI Accelerator Alum

Manu Jayawardana

AI Founder | Co-Founder & CEO at Krybe

Build Internal AI Tools Without Engineers

In one focused day, your team learns to build its own internal AI tools with no engineers required. We open with a free discovery call to find the manual tasks worth turning into a tool, then spend four hands-on hours building one together on your real work using Claude and plain language instead of code. You leave with a working internal tool your team made and shipped, plus a repeatable approach so they keep building the next one without waiting on a dev backlog.

Your people practise prompt engineering to turn a repeated task into something with a clear input and a reliable output, then connect it to your own data so a teammate can run it without your help. We show how to share each internal tool across the team, keep it working as needs change, and grow a backlog of the next workflows worth automating. By the end of the day each group has shipped a usable tool on their own real work, and learned a pattern they can repeat to keep building lightweight automation in-house.

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.

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