Project Portfolio
Working prototypes that show — not just tell — what document AI can do in regulated industries. Each is built end-to-end with realistic, fully synthetic dummy data, so you can see the workflow before committing to a pilot. Live demos coming soon.
Denials Management & Appeals Automation
Extracts denial reasons from remittance advice, retrieves supporting clinical evidence, and drafts payer-specific appeal letters, with an A/R dashboard tracking overturn rates and recovered dollars.
Payer Underpayment Recovery
Compares remittances against contracted fee schedules to surface systematic underpayments that nothing in the documents flags: anomaly detection denominated in recoverable dollars.
Commercial Loan Document Spreading
Turns borrower tax returns, financial statements, and rent rolls into spread financials and a first-draft credit memo grounded in the bank's credit policy, cutting hours per file to minutes.
Insurance Submission Intake & Triage
Ingests 200+ page commercial property submissions (loss runs, SOVs, inspection reports) and produces structured underwriting summaries with appetite-match flags for senior review.
AML Alert Triage Assistant
Drafts Level-1 alert narratives with evidence links from transaction monitoring output, keeping the analyst in the loop and the audit trail intact, built with model-risk governance in mind.