Case study · In-house system
TradeFlow is a dispatch system I built in house for home service companies that subcontract the work out. It is the one build in this portfolio you can open and try for yourself right now.
The number
in AI API cost, because the intake chat only has to feel like a conversation.
A company that subcontracts its work out has the same bottleneck every time a job comes in. Somebody has to start calling down a list of subs until one of them says yes.
It is slow, it happens after hours as often as during them, and it quietly optimises for the wrong thing. The job goes to whoever picks up the phone first, which is not the same as whoever can get there first or wants it most. Meanwhile the customer is sitting in silence wondering whether anyone is coming.
The build
One job, every qualified sub, the same second. Whoever moves first owns the work.
The intake chat is built as a custom interface running on plain JavaScript, with no AI model behind it at all. It does not need one. Collecting five known fields in a fixed order is a form wearing a conversation's clothing, and a real language model would add per conversation cost and latency to do a job that does not require any reasoning.
That decision also solved a platform limit along the way. The built-in chat widget cannot be moved out of its corner bubble with CSS or JavaScript, so building the interface directly gave full control of where the conversation lives on the page.
A job arrives, goes out to everyone qualified to do it, and is claimed by whoever moves first. The customer hears back immediately, the owner never picks up the phone to dispatch, and the sub who wanted the work most is the one who gets it.
Because it was built in house rather than for one client, it exists as a deployable template rather than a single installation, and it runs with no recurring model cost to pass on to anyone.
What shipped
Collected conversationally, no model
Intake, dispatch and claim
New lead through completed, plus lost
First claim wins, everyone else told
No AI API spend to pass on
In the shop, from $299
Want this one
Take the template and load your own trades and subs, or have it installed and tested with your claim links working end to end.