The AI Primitives for Production-Grade Applications
No more manual data. No more brittle parsing. Just a simple, reliable API built for enterprise scale.
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The Primitives for Building Intelligent Products
Route
Classify and route your messy data to the right function or team. Make a correction once and bem learns, continuously improving your workflow's intelligence.
Transform
PDFs, emails, images, audio, and any other messy inputs. Get back structured, schema-valid JSON. No scrapers. No rulesets. No busywork.
Split and Join
Automatically break down large, multi-part documents into semantically meaningful chunks, ready for individual processing.
Enrich
Connect extracted data to your existing systems. Automatically map entities to your internal database IDs to create a single, reliable source of truth.
Visualize & Train
Send transform data to your production application or use our generative surfaces for operators to visualize and act on the data, standalone or embedded in your product.Embed our fine-tuning API directly in your product, so user behavior automatically labels data, creating a model automatically suited to your business needs.
How it works
Building your AI product with bem is as easy as setting up a workflow and integrating with our API. It takes hours, not days.

Flexible workflows, built like infrastructure
Define how each document type is handled. Workflows are composable, modular, and built for production. Process the most complex, diverse data on Earth, and pipe it to any system, with full traceability.

Automated evals and function reviews
Don’t trust industry benchmarks, build your own. bem runs full evals and LLM-as-a-judge in production, and runs full reports on labeling needs given accuracy thresholds.
Generative surfaces that actually work
Friends don’t let friends codegen mission-critical products. bem generates gated, guard-railed, customizable operator surfaces automatically with your data. Use them standalone or embed them directly in your product.



Pricing that scales with you
Everything you need to get started building intelligent features. Perfect for teams looking to ship product faster and automate their first set of unstructured data workflows.
A complete solution for organizations transforming thousands to millions of documents per week. Includes advanced security, dedicated support, and flexible deployment options.

Start building with bem
Talk to our team to walk through how bem can work inside your stack.

