We build your reporting database and a chat that turns plain English questions into database queries, showing the query with every answer. For a mobile retail fleet, five reports replaced a day in a spreadsheet, 5.17 million dollars of sales were reconciled, and everything rebuilds in one click on a server costing a few dollars a month.
Proved in 2 shipped systems
Every number comes straight from your database, with the query behind it shown alongside, so your finance team can verify any figure.
Totals are checked against the source on every rebuild, so your reports always match your till or billing system.
New columns from your source system are picked up automatically, so reporting keeps running as your business changes.
Cancelled sales get their own line and known data gaps sit next to the chart they affect, so the picture you act on is complete.
Sized to your real data, on a single small server, so running costs stay at a few dollars a month.
Mobile retail fleet selling uniforms at hospitals
Five reports and a chat that shows its working, on a 1 GB server.
$5.17Msales checked and balanced
Deploy-ready in one day
Transformer and brass parts manufacturer
One system runs the factory every day, with more than fifteen AI helpers.
177+database updates shipped
Shipping weekly releases
Real requests from 2026, with the names taken out.
A land agency wanted rule based site scoring over an external data feed, joined to their existing customer records, with a full action log for audit.
A consultancy wanted a margin and revenue engine fed from their billing system, with a check layer proving the arithmetic matches the source.
A staffing operator wanted market signals filtered against their ideal customer profile into a ranked prospect list.
Tell us the problem. We will show you what we would build, how fast we can ship it, and what it will deliver, from a first pilot to a full platform.