Many paths.
One practice.
Pan builds practical, field-tested tools and runs hands-on training — for organizations that need technology to actually work in the places they operate.
Three offerings, one team behind them
Consulting & training
We work directly with NGOs, government agencies, and growing businesses to plan and run practical AI adoption — workshops, pilot programs, and hands-on capability building for teams who need to use these tools, not just hear about them.
Engagements from a single workshop to multi-month programsPanLedger
A conversational bookkeeping tool for small operators. Staff type orders into a chat, and it keeps the daily tally automatically — built for businesses that run on cash and don't have time for spreadsheets.
Piloting with independent food & retail vendorsPanHealth
Plain-language health guidance to help people understand symptoms and know when and where to seek care. Built as a first point of orientation, not a diagnosis — designed to sit alongside real clinical care, not replace it.
Early-stage — clinical & regulatory review underwayBuilt for where it actually has to run
Start with the constraint, not the technology.
Low bandwidth, unreliable power, thin margins — the environment shapes the tool, not the other way around.
Build with people, not just for them.
Every tool we ship is developed alongside the people who'll actually use it, from the first prototype onward.
Prove it small before it scales.
Every product on this page started as a pilot with real users before it became anything else.
Bring AI into your work without the guesswork
Most organizations don't need a research lab — they need a clear plan, a working pilot, and a team that can actually run it after we're gone. That's what our consulting and training engagements are built to leave behind.
We scope engagements around your existing programs and constraints, not a generic curriculum — whether that's a single strategy workshop or a multi-month capability-building program for your staff.
Start a conversation- Strategy workshopsHalf- to full-day sessions scoping where AI fits your programs
- Staff trainingHands-on, practical sessions for teams — not lecture-style
- Pilot designSmall, measurable pilots before any larger commitment
- Advisory retainersOngoing support as your team builds capability