Ready-to-use Generative Surfaces
Use your existing data lake or spin up products immediately. bem has generative surfaces that are ready for operators to enhance your existing product or create new ones.
INFRASTRUCTURE FOR INTELLIGENT PRODUCTS
AI Primitives for Production Applications
Build products that understand your users data, however unstructured or messy. Build production workflows, no chatbots with bem's trainable atomic functions. No prompts, no hallucinations.
REST API • Observable • Evals • Inference through functions, not prompts
Compute Primitives for Unstructured Data
bem decomposes complex cognitive tasks into atomic, optimizable functions.
RoutePayroll Operations
TransformList of Employees
TransformW2 Extraction
SubscriptionSent to HRIS
Transform
Extract structured data from any document type using layout-aware models. bem uses the best model for the best task from our constellation of VLMs and LLMs. Ready for the most diverse inputs from photos to spreadsheets.
Route
Semantic logic gates. Classify inputs (e.g., "Invoice" vs. "Receipt") and direct traffic to specific pipelines.
Split
Handle massive files. Semantically split a 100-page packet into individual transaction records.
Join
Transform simultaneously multiple inputs into one output. The first relationally semantic transformation process.
Enrich
NewHydrate extracted data with your own source of truth. Perform semantic search against uploaded Collections (Vendor DBs, GL Codes) mid-flight.
Payload Shaping
NewTransform and customize input payloads using JMESPath expressions. Reshape complex structures into standardized formats for downstream APIs.
Surfaces
NewHuman-in-the-loop interfaces. Auto-generated UIs for review, correction, and approval workflows.
Composable Workflows
bem's functions are arranged via workflows. You define the path, the logic, and the fallback states. We execute it with rigorous traceability, ensuring reliability at scale.
Idempotent Execution
Re-run payloads safely.
Branching Logic
Handle edge cases explicitly (e.g., if confidence < 0.9 then route_to_human).
State Management
We handle the state between function steps so you don't have to.
Ingestion
EmailREST API
bem WorkflowComposable Primitives
Webhooks
Subscriptions
Accuracy you can measure.
AI you can test
Don't ship on vibes. bem treats accuracy like code coverage.
Automated Evals
Define golden datasets and run statistical analysis on every model update. Measure Precision, Recall, and F1 Scores before promoting to production.
Regression Testing
Catch drift instantly. Re-run historical payloads against new function versions to ensure you haven't broken existing logic.
Human-in-the-Loop Queue
Route low-confidence transformations to a built-in labeling UI. Corrections automatically fine-tune the function, creating a virtuous cycle of accuracy.
Live Test Results
98.7% Pass Rate
-24h-18h-12h-6hNow
Designed for the Modern Stack
Everything is an API call.
curl -X POST https://api.bem.ai/v2/functions/invoice-processor/call \
-H "Authorization: Bearer $BEM_API_KEY" \
-F "file=@invoice_batch.pdf" \
-F "metadata={"priority": "high"}"Strict Typing
Enums, Date formats, and Number constraints are enforced.
Version Control
Every function and workflow is versioned. Rollback instantly via API.
Zero Retention Mode
Process sensitive data without persisting it on our servers.
DeploymentMulti-tenant Cloud, Private Link, and On-prem available.
ComplianceSOC 2 Type 2, HIPAA.
Uptime99.99% SLA available.
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.
Pricing that scales with you
Pay as you go
One price per function call, any input type. No platform fees, no minimums, no annual commitments. 100 free calls every month.
$0.09 / call
All primitives — Route, Split, Transform, Join, Enrich, Eval & more
Corrections & golden datasets included
Accuracy scoring & regression testing
Human review workflows
Volume discounts — as low as $0.04/call
Add-ons
Extend the platform with fine-tuning, dedicated connectivity, and white-glove engineering support. Available on any plan.
Starting at $500/mo
Fine-tuning — $500/mo per trained function
Private Link — $500/mo, dedicated AWS connectivity
Support — $750/mo, 24hr response, dedicated Slack channel
Enterprise
Custom pricing, dedicated infrastructure, and enterprise-grade compliance for teams with production-scale needs.
Custom
HIPAA, SOC 2 Type II & GDPR compliance
VPC / on-prem deployment options
Custom MSA, DPA, SLA & procurement
Dedicated solutions engineer
Volume commitments & SLAs