Bem provides a composable AI platform that converts unstructured inputs—such as documents, images, audio, video, and messages—into schema‑enforced JSON with per‑field confidence scores and hallucination detection. Users upload a file, and Bem automatically classifies the document type, routes it through split, extract, enrich, and validation primitives, delivering deterministic, trainable results via a single API call. The service includes fine‑tuning, auto‑retraining, and enterprise compliance features for reliable, production‑grade data extraction.
Funding
$3.7M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
3OFounders
Product
Problem
Organizations receive large volumes of unstructured data—documents, images, audio, video, and messaging threads—that must be converted into reliable, structured information for downstream systems. Manual extraction is time‑consuming, error‑prone, and costly, while existing OCR or transcription tools provide only raw text without semantic validation.
Solution
Bem offers a composable AI platform that transforms any unstructured input into schema‑enforced JSON in a single function call. Users upload files, and Bem automatically identifies document types, routes, splits, extracts, enriches, and validates fields with per‑field confidence scores and hallucination detection. The service is deterministic and trainable, allowing custom models fine‑tuned to specific schemas and providing continuous auto‑retraining on corrections. Pricing is based on function calls rather than pages or file size, delivering predictable costs across PDFs, images, audio, video, and messaging formats. Enterprise features include compliance‑ready infrastructure (HIPAA, SOC 2, GDPR), private link deployment, and dedicated support.
Target Audience
Primary customers are engineering and data teams in enterprises that need to automate extraction from invoices, contracts, shipping documents, RFQs, audio/video transcripts, and messaging streams for finance, logistics, procurement, and compliance workflows.
Features
- Automatic document type classification and routing for mixed‑format inputs
- Split, extract, enrich, and validate primitives with per‑field confidence and hallucination detection
- Schema‑enforced JSON output via a single API call, independent of file size or page count
- Fine‑tuning service for custom models, including auto‑retraining on user corrections
- Built‑in human‑in‑the‑loop review layer and golden dataset management for accuracy tracking
- Enterprise compliance (HIPAA, SOC 2 Type II, GDPR) and optional private link VPC hosting
- Granular pricing per function call with volume discounts and optional support packages