Customers & use cases
Built where being wrong is expensive.
The work spans regulated industries, from carrier integration to editorial content. Anywhere a wrong output is costly and every output has to be provable.
Use cases
Where we build
Two areas of deep, regulated work today. Each is a small family of models that share one evidence pack and one accepted format.
Carrier integration
Getting regulated data to move correctly between a platform and every carrier it touches, with the tests and provenance to prove it.
Validates data flowing to and from each carrier against its schema and rules, catching mismatches before they reach production.
Reads a carrier's integration spec and produces the field mappings and transforms, each one cited back to the doc it came from.
Turns the integration rules into test suites, so every mapping ships with the tests that prove it holds.
Content generation & editorial
Producing editorial content that clears compliance the first time, grounded in approved sources and gated on the rules.
Checks every draft against editorial standards, disclosures, and regulatory rules. It refuses to pass what it cannot cite.
Drafts in the house voice for each vertical, grounded only in approved sources, never inventing facts.
Turns performance data into briefs a human can act on: the query, the finding, and the source it came from.
Featured case · Regulated coding agent
15,000 rules, one 20-year codebase
A generic coding agent skips the rule it cannot see. This one refuses to ship until it can point at the rule, the code, and the test.
Across industries
The same method travels.
The evidence pack that clears one committee clears the next. A few places it goes:
Healthcare
Prior-authorization drafting · clinical-note structuring, cited back to the chart.
Banking & finance
Credit-memo drafting · adverse-action reason codes · model-risk documentation.
Insurance
Rating and pricing models · claims triage, each with the evidence pack.
Scientific & R&D
Literature synthesis · protocol drafting · lab-data QA with provenance.
Legal
Contract review and clause extraction, cited to the source paragraph.
Public sector
Records classification · FOIA redaction with an auditable trail.
Every change carries its record.
Every change shows which rule it satisfies, which code it touched, and which test covers it, traced end to end. A reviewer can follow it and a regulator can trust it. It is the same provenance an owned model carries into your committee.
Request a briefing
See it on your own use case.
Request a short technical briefing. We’ll walk through Foundry on one of your use cases and what “accepted” would mean for your committee.