From claims chaos to structured certainty.
Stop building brittle document parsers for every policy format. Bem is the production layer that transforms claims, applications, and policy documents into structured, audit-ready data your systems can act on.
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Ingest Any Document
Claims forms, medical records, police reports, policy applications — regardless of format. Bem splits multi-page packets into logical components and classifies each one.
Extract with Precision
Layout-aware models pull structured data from loss descriptions, coverage tables, and handwritten adjuster notes. Type-safe schemas enforce data contracts across every document variant.
Validate & Route
Deterministic checks flag inconsistencies, missing fields, and policy exceptions. Route clean data to your claims management system, or escalate exceptions to human reviewers.
Composable Functions for Insurance
Insurance workflows are complex decision trees. Bem decomposes them into atomic, observable functions that your team can train and audit.
Classify
Semantically identify document types: ACORD forms, loss runs, medical records, invoices.
Extract
Pull policyholder info, claim details, coverage limits, and line items into typed schemas.
Enrich
Cross-reference against policy databases, fraud indicators, and coverage rules.
Validate
Deterministic checks for coverage gaps, policy limits, and regulatory compliance.
Sync
Push structured claims data to Guidewire, Duck Creek, or custom systems via webhooks.
Frequently asked questions
Bem processes any unstructured insurance document: ACORD forms, claims submissions, policy applications, loss runs, medical records, police reports, adjuster notes, invoices, and more. Our platform handles PDFs, images, scans, faxes, and even handwritten documents.
Bem's model classifier automatically selects the right extraction model from 15+ options based on the document type. Our composable functions let you define schemas once and handle format variations automatically — no need to build a new parser for every carrier or form version.
Yes. Bem is SOC 2 Type II certified and HIPAA compliant. We offer end-to-end encryption, zero retention mode, EU data sovereignty, and deployment options including Private Link and on-premise for maximum control over sensitive health data.
Bem provides API-first integration with any system. We support webhooks for real-time data delivery to platforms like Guidewire, Duck Creek, Majesco, or custom-built systems. Your first workflow can be up and running in minutes.
Bem delivers production-grade accuracy through multi-model orchestration, confidence scoring, and human-in-the-loop corrections that continuously improve the system. Deterministic validation checks catch errors before data reaches your systems. Clients typically see accuracy improvements within the first week of deployment.
Bem's confidence gating automatically routes low-confidence extractions to human reviewers. Every correction feeds back into model training, so the system gets smarter over time. Full observability with call logs, error tracking, and eval dashboards gives your team complete visibility.
Built for Regulated Industries
Insurance data is sensitive. Bem is SOC 2 Type II and HIPAA certified with end-to-end encryption, zero retention mode, and flexible deployment options including Private Link and on-premise.
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