Build products that understand unstructured data

bem is the modular AI enterprise system that validates unstructured data, automates critical operations, and guarantees accuracy in production.

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Automate extraction

Extract structure from PDFs, spreadsheets, images, audio, and more.

Deploy instantly with a single API for production-grade reliability.

Primitives, not parsers

Compose modular building blocks—route, transform, enrich—to fit your logic.

Model-agnostic and self-healing for accuracy that lasts.

Workflows + surfaces

Monitor accuracy with built-in evals and confidence scores.

Deliver results via API or operator-facing surfaces.

Stop burning engineering cycles

Don’t waste time building and maintaining fragile parsers. Ship features faster by embedding reliable unstructured automation directly into your products.

1. Automate Intake

Ingest any unstructured data source, any volume.

2. Ensure Accuracy

Every function in bem is observable and trainable. Transparency with evals, performance analysis, and 1-click fine-tuning

3. Drive Action

Route results to your systems or bem’s operator surfaces, usable standalone or embeddable in your product.

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.

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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.

See docs

Turn documents into decisions. Automatically.

Fleetio Saves Customers 2/3 of Their Time at 100% Accuracy with Unstructured Document Processing

Read customer story

RiskAverse Eliminated Manual Healthcare Data Extraction + Transformation with bem Primitives

Read customer story

A general principle at Fleetio is that we want to automate things as much as humanly possible.The 2/3 of customer time saved per entry multiplied by the time of a month or a year or something like that, it's a lot of time.Totals including line items, they were 100% accurate.

—Product Leader from Fleetio

Enterprise-Grade by Design

From compliance and certifications (SOC 2, HIPAA) to full encryption, VPC deployment, and audit trails, bem gives CISOs and procurement teams the confidence they need.

Infrastructure & application security

Data governance and policy controls

Secure deployment: on-prem, VPC, or cloud.