Language models hallucinate math. Here is our deterministic pattern for contract clause extraction and insurance claims scrubbing.
In high-stakes enterprise domains like healthcare eligibility, insurance claims, and legal agreements, a probabilistic hallucination isn't a minor bug—it's a liability disaster.
We treat LLMs strictly as syntactic parsers and semantic indexers. All quantitative logic, date arithmetic, pricing calculations, and ledger reconciliations are delegated to deterministic Python or TypeScript runtimes with strict assertion checks.
We turn manual spreadsheets and disconnected tools into deterministic software pipelines in 30 days. Book a 30-minute diagnosis with our Senior Systems Architect.
Daily production teardowns, architecture designs, and ROI metrics with zero spam.
How Nutrier Manufacturing cut factory till bookkeeping by 60% with zero inventory drift using edge SQLite and a direct Postgres ERP sync.
In high-ticket real estate, calling an inbound lead back within 60 seconds increases conversion by 391%. Here is the exact edge pipeline we deployed for Fly Realty.