The production layer for unstructured data.
Transform messy documents, video, audio, and images into production workflows for your most critical operations. Trainable. Deterministic. It never guesses.
SOC 2 Type 2 • HIPAA Compliant • EU Available
Build products that understand unstructured data
bem handles the intake of any unstructured format, at any volume. From audio recordings and messy email threads to 100-page PDFs.
Automate critical operations
Don’t trust your mission-critical workflows to brittle parsers. Transform emails, invoices, and documents into rigid, production-grade data.
Transform the messiest data into an asset
Achieve production-grade precision. Our models go beyond simple OCR, understanding layout and context to extract structured data where generic models fail.
For operations where AI can't fail
Route low-confidence data to a review queue. Your team validates the edge cases, and bem auto-trains on those corrections to prevent future errors.
Startups to Fortune 50 companies run on bem
Automate your most critical operations.
The operations that actually run your business — insurance claims, financial reconciliation, shipping documentation, healthcare billing — are still manual. bem closes the gap between 'we extracted your data' and 'your operation is complete.'
Automate the Financial Backbone
Ingest invoices from thousands of vendors, extract line items and GL codes, and reconcile them against Purchase Orders in your ERP.
Adjudicate Faster, Compliantly
Process medical receipts, EOBs, and handwritten claim forms instantly. Strictly validate member IDs and procedure codes against your internal policy database.
Unify Global Documentation
Standardize Bills of Lading, Customs forms, and packing lists across global vendors. Convert multi-language documents into a single source of truth for inventory.
Productize Your Critical Operations
Create software products that meet your customers, partners, and operators where they're at and understand the messiest documents and audio. Embed bem in your product to achieve cutting-edge UX, higher conversion, higher NPS, and seamless operational products.
Build products where your users never fill out a form again.
Embed bem directly in your product. Your users drop a document, snap a photo, or send a voice memo — and your system already has what it needs. No forms. No manual entry. No glue code.
API-First Architecture
RESTful endpoints for ingestion, polling, and webhooks. We are a pipe, not a destination. Every step of bem's workflows is subscribable via our event-driven orchestration engine, trainable, and auditable.
Type-Safe Guarantees
Define strict schemas and Enums. If the AI cannot map the data to your specific requirements (e.g., VISA vs MASTERCARD), it flags the exception. It never guesses.
Data Sovereignty & Security
Deploy via Private Link, On-Prem, or dedicated VPC. We offer zero-retention policies for highly regulated environments.
The AI Primitives for Production-Grade Applications
No more brittle parsing, no more manual cleanup, bem is the unified layer for unstructured data. Build the next generation of products that understand your users' most complex data. No more manual form entries.
How it works
Extract
Automatically structure any unstructured input.
Compose
Use primitives to transform, route, enrich, and split data.
Deploy
Monitor with evals, embed outputs into workflows or operator surfaces.
PromptWell Eliminates Manual Healthcare Data Extraction + Transformation with bem
Ply revolutionizes RFQ management with bem's AI-powered automation
Ply revolutionizes RFQ management with bem's AI-powered automation
How bem’s AI-powered transformation is revolutionizing procurement companies like Order.co and Ply
For the work that's too important to get wrong.
Agents guess. Bem doesn't. Every function is individually trainable, every decision is auditable, and schema-valid output is enforced by architecture — not by hope. Built for environments where 'it usually works' isn't good enough.
Infrastructure & application security
Data governance and policy controls
Secure deployment: on-prem, VPC, or cloud.
Start to see it in action?
Talk to our team to walk through how bem can work inside your stack.
