Describe a physical object in plain English and get back accurate design files, ready to print. Panda is the in-house system I use to design printed parts without opening CAD.
Work
What we build
Case studies
Take meeting notes or dictate, and let AI transcribe and summarise it on your own computer, privately. No subscription, just a one-time fee.
An AI that answers your restaurant's phone, takes the order and sends it straight to the kitchen printer. Built on FairPlate.
Learn AI tools while you use them, with coaching in a panel beside your work. In English, Arabic, Persian and Ukrainian. Our AI workshops for teams run under GuideKit too.
Gives your AI coding agents a full map of your codebase, so they know what a change will break before they make it.
What we can be hired to do
- Agentic systems
- Software that carries out multi-step tasks using real tools, with a person reviewing the important parts.
- On-device AI
- Transcription, redaction and other AI that runs on the user’s own machine, for data that cannot leave it.
- Browser extensions
- Built and published in the Chrome Web Store, including in Arabic, Persian and Ukrainian.
- Desktop applications
- Signed desktop apps, sold as a one-time licence.
- Voice agents
- Phone ordering and support in real time, connected to the systems a business already uses.
- Developer tooling
- Tools that help AI coding agents understand a codebase before they change it.
- AI-assisted product design
- From a written brief to a 3D design to a physical product on sale.
- Architecture and review
- A senior review of a system before it is built, and of the code afterwards.
We do not do staffing, long-term managed services, or work that needs clearance above OFFICIAL.
How we work
A person designs the system: the requirements, the data flow, how it can fail and how it will be reviewed. AI agents write much of the code to that design. A person reads the code before it ships.
We also make the software check itself. Panda will not export a design it has not measured. samnexus tells a coding agent what a change will break before it makes the change.
There are things we do not do with AI. We do not let a model make decisions about a person. We do not ship code that nobody has read. We do not call something private unless every network call it makes is listed.
Working with us
We take on a few outside projects each year. If you have one in mind, write to us.
- Email us about what you want to build.
- We have a half-hour call. If it is not a fit, we will say so on the call.
- You get a short written scope: what we will build, what it costs and what it depends on.
- Work starts within weeks. You see something running in the first week.
Email: hello@papilabs.ai.