Structured work automation for critical industries.
Teams use bem to build AI-native products that understand any kind of data, make multi-layered decisions, and leave an audit trail on every run.
- 01 Input (Input: the call itself)
- 02 Classify2.9s
- 03 Extract14.6s
- 04 Enrich0.5s
- 05 Shape (Payload Shaping)
- 06 Send
Or try
Drop, paste, or choose any file, or run a sample, and bem reads it live.Choose any file, or run a sample, and bem reads it live. Your file is processed by bem’s demo environment. Don’t upload confidential documents.
Running in production today.
Teams in finance, insurance, logistics, and manufacturing run bem on live operations.
- Insurance
- 80%
- less engineering overhead
- Handling diverse data formats.
- Logistics
- 65%
- faster paper invoice processing
- With accuracy held.
- Manufacturing
- 15h
- saved per team member per week
- Automating supplier RFPs.
- SOC 2
- HIPAA
- GDPR
Composable. Predictable. Trustworthy.
Composable
Unstructured data in. Production-ready structure out. Documents, audio, video, spreadsheets, and email run through one workflow built from components that snap together.
See howPredictable
Built for work you can't afford to get wrong. Messy inputs vary, but the steps don't, and failures surface as a review, not an incident.
See howTrustworthy
Your data, your weights, your infrastructure. Corrections train your models automatically, and bem runs the compliance process with you.
See how
Unstructured data in. Production-ready structure out.
Documents, audio, video, spreadsheets, and email run through one workflow, not five. It is built from components that snap together, not an open-ended agent.
In plain wordsPDFs, scans, calls, and emails in; clean records your systems can act on.
Every format lands in the same schema.
A fax, a voicemail, and a CSV export all come out as typed fields in the schema you define, each with a confidence score.
- DOCDocumentsPDFs, scans, forms, faxes
- AUDAudioCalls, voicemails, recordings
- VIDVideoCamera footage, inspections
- XLSSpreadsheetsWorkbooks and CSV exports
- EMLEmailThreads and attachments
One schema out
- bill_of_lading_number
- "079243"0.99
- consignee.name
- "AFRICAN DISTRIBUTION COMPANY"0.99
- container_details.container_number
- "NIDU 180101-5"0.99
- gross_weight
- "28.000.00 kgs"0.98
Recorded bem output from a bill of lading. Typed fields, each with a confidence score.
Components that compose into workflows.
A workflow is a graph of functions with one entry point, and the input is the call itself: an API request, an upload, or an email. Each component does one job, so when a result looks wrong you know which step to open. Guardrails elsewhere are markdown files. bem's are rails.
- 01
Split
Break a file that holds many documents into one document each.
- 02
Classify
Label each input and send it down the right path. Routing starts here.
- 03
Extract
Pull typed fields into the schema you define, each with a confidence score.
- 04
Enrich
Match against your reference data and add what your systems already know.
- 05
Payload Shaping
Reshape the JSON into the form your downstream system expects.
- 06
Send
Deliver the result to a webhook, an S3 bucket, or a Google Drive folder.
Also available: Parse for sections, entities, and relationships, Join for many inputs into one output, Render for a Word document from a template, and Evaluate to grade another function’s output. Decide applies your policies to extracted data.
2 to 2,000 pages. Extraction handles both through the same workflow.
Build with the right toolkit.
The model labs supply the raw capability. bem supplies the toolkit, so you build faster and keep control of the product.
- You buildYour product, your workflows, your policies
- bem suppliesThe toolkit: components, workflows, evaluation, human review, and the infrastructure underneath
- Model labs supplyThe raw capability
Built for work you can't afford to get wrong.
bem follows the defined process every time. Messy inputs vary, but the steps don't. Every field is versioned, audited, and confidence-scored, so failures surface as a review, not an incident.
Your build, our burden.
Decide combines extracted data with your policies and returns a decision with reasoning and a confidence score. It runs after Extract and Enrich. You write the policy. bem runs it on every record and keeps the receipt.
Extracted data
- invoice_total_current_amount
- 2,050,274.16
- total_labor_current_amount
- 191,385.21
- total_other_direct_costs
- 1,858,888.95
- invoice_date → due_date
- 2013-09-11 → 2013-10-11
- payment_terms
- NET 30
Your policy
- Line totals must equal the invoice total.
- The due date must match the stated terms.
- Anything over 1,000,000 goes to a controller.
Decision
Escalate to controller
Totals reconcile and the due date matches NET 30. The total of 2,050,274.16 is above the 1,000,000 auto-approval limit.
confidence 0.98
Five industries. One platform.
Each workflow starts with the inputs that industry actually receives and returns records your team can inspect.
- FinanceInvoices and payment recordsExtract, enrich, reconcileApprove or escalate
- InsuranceClaims packets and ACORD formsClassify, extract, validateAssign to the right adjuster
- HealthcareReferrals and prior authorizationsExtract, check criteriaApprove or send to review
- Supply chain & logisticsBills of lading and customs formsExtract, enrich, validateClear for booking
- Industrial & manufacturingSpecs, safety reports, supplier quotesExtract, compare to requirementsFlag or accept
Your data, your weights, your infrastructure.
Customer corrections train the models automatically, and you own the weights. Nothing trains on your data for anyone else.
- SOC 2
- HIPAA
- GDPR
We run the compliance gauntlet
Bank DDQ or IRQ? We project-manage the process with your security and procurement teams instead of just answering it.
Every action logged
Every function call, schema change, and admin action is in the audit log, exportable to your SIEM.
Same input, same output
Results don't change until you publish a new version. Each version is regression-tested, and rollback is per environment.
Deploy where your data lives
Cloud, Private Link, your VPC, on-premise, or fully air-gapped. An EU region is available.
Your keys
Customer-managed keys on Private Link and on-premise deployments. TLS 1.3 in transit, AES-256 at rest.
Audited controls
SOC 2 Type II, HIPAA, and GDPR. A BAA is available on Enterprise.
We run the models, compute, and upgrades. You set the schema and see every result.
No model selection, no GPU capacity, no deprecation cycles for you to manage.
You
- The schema
- Your policies
- Review thresholds
- Every result, inspectable
bem
- The models
- The compute
- The upgrades
- Retraining from your corrections
Start free.
The first 100 function calls are free. Pricing is per task, not per token or page. Pay as you go, with no lock-in.