Real-world use cases.
Real examples of how we put this technology to work inside a company, with the detail you need to make a decision. No hype, and no client data.
Each case walks through one process. It isn't the limit of what we do. We work on any process in a business that leaves data behind: payments, inventory, purchasing, invoicing, customer service. What carries over from one case to the next isn't the topic, it's the method, and that's what these pages show.
Measured May 23 to June 29, 2026
How long it really takes to connect your ERP
The actual timeline of an integration, dated and measured milestone by milestone: four days to the first copied record, fifteen more until you can trust it, and a month to the first useful recommendation.
Updated August 26, 2026
What an AI system actually sees in your ERP
What a model can and can't see when it connects to your ERP, how that access is locked down, what happens to personal data, and the seven questions to ask any vendor.
Updated August 26, 2026
Inventory across stores: why the same product is overstocked and out of stock at the same time
Why your total inventory count can't show you this, the four traps that make a transfer recommendation go wrong, and what has to be in place before you can trust one.
Published September 6, 2026
Street Pulse: the data that isn't in your ERP
One short question a day, over Telegram, to whoever worked the sales floor, stored right next to the numbers. How it asks without wearing people out, why it doesn't repeat itself, and what lands on the decision-maker's desk every Monday.
Updated August 26, 2026
Why card payment reconciliation almost never ties out
The three sources that should agree and don't, the five mistakes that throw the match off, and what has to be in place for it to tie out.
We'll add more cases as we have more measured results to share.