SEDIMENT
Build a company that remembers.
Your data grows every year, and your decisions should get better with it, not worse. General-purpose tools get less accurate when there is more to read, so we design tools that get better. We use frontier memory research to build systems trained on your company's entire history. ChatGPT and Claude connect to your files through APIs and MCP, then search a few at a time when you ask. Ours are trained on every one.
Sediment 1
A company brain that works on its own. Most companies make the same expensive mistakes twice, because the lessons sit in files nobody reads again. Sediment 1 reads everything as it arrives and tells the right person what to fix before it costs you.
Estimating
The Tres Rios Gilbert bid looks 477 hours low. Your last 9 occupied hospital jobs ran 11% over on labor.
+$29,831
9 past jobs
Owner
Hospitals cost you $1.6M across 91 jobs. Data centers made you $1.1M across 62.
Job cost reports
Estimating
J2672 closed 17% under on labor, so the Vaultline bid moved down 25 hours.
J2672 cost report
Sales
Calloway Brandt has back-charged you before. Price it into the Tres Rios bid.
3 back-charges
Sales
Corrigan Voss has not sent you a bid in 7 months. You made 12% on their last 5 jobs.
Bid log
Research
Most tools in this space are thrown together in a few weeks. We've done rigorous research, published at NeurIPS 2026 and COLM 2026 workshops, and we build every system by hand for the company that uses it.