What we test in hours
before selling it in weeks.

If a mechanic is simple enough and lands in time, is somebody else’s trend enough to carry it?

Zero to production in an afternoon: domain, database, voting, battles with their own URL and a finished look. No viral traction.

The speed is real and demonstrable. Somebody else’s trend is not distribution: with nobody to show it on day one, a good mechanic never starts.

Can a catalogue business handle its enquiries without the agent inventing products or prices?

In testing it resolved 85% of enquiries with sub-3-second answers, escalating to a human when unsure. Never reached production.

Retrieval over the real catalogue is what separates a useful assistant from one that makes things up. The bottleneck was not technical: the project lost its owner.

Can paper be removed from a field operation without asking the technician to learn anything new?

Working end to end: ID login, location lookup, signature and media capture, and a PDF generated and archived on its own. Never reached production.

Adoption is not decided by the app: it is decided by how many taps it takes one-handed, wearing gloves.

Can a small business stop retyping data from documents without buying an ERP or changing how it works?

In testing, extraction under 5 minutes per batch and 98% accuracy on the defined fields. Never reached production.

The value is not in extracting: it is in going back and pulling a new field out of everything already processed without redoing the work.