Last updated 08-14-2026
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CambioML
CambioML builds large language model tooling that turns messy documents into structured data you can export to JSON, Excel, or database schemas. Its VisionLLM product parses PDFs, PowerPoints, Word files, and images through a drag-and-drop interface where you control whether page numbers, headers, charts, and footnotes are included. A privacy mode can redact personally identifiable information during extraction.
Traditional OCR pipelines break on complex tables and mixed layouts. CambioML claims 2x better precision and 2.5x better recall than industry-average OCR on those documents, and markets figure and chart extraction alongside plain text. The same company also ships Energent AI for insurance MGAs and brokers on its homepage, but the document parsing stack remains the core LLM offer for teams feeding RAG or analytics pipelines.
ML engineers, financial analysts, and enterprise data teams use it when they need accurate table and chart extraction without maintaining brittle preprocessing scripts. Insurance operations teams appear in newer marketing, while research-heavy orgs like AWS, Stanford, and PwC show up in customer logos on the site. Offices in Palo Alto and Abu Dhabi back enterprise deployments with SOC 2 Type 2 and GDPR compliance called out on the homepage.
Parses PDF, DOCX, PPTX, PNG, JPG, and JPEG files through sync or async workflows
Claims 2x precision and 2.5x recall versus industry-average OCR on complex layouts
Optional PII redaction during extraction via privacy settings in the upload UI
Exports parsed output to HTML, Excel, JSON, or custom database schemas
SOC 2 Type 2 and GDPR compliance listed for enterprise security requirements
Free sandbox access through app.cambioml.com with demo booking for production rollouts
Extracts charts and footnotes alongside text and tables from complex PDFs
Built-in PII redaction option for regulated document workflows
Multiple export formats including JSON and database schemas
Enterprise security certifications listed on the marketing site
Public marketing now emphasizes insurance sales workflows as much as parsing APIs
Production pricing requires a sales demo rather than transparent plan tiers
Documentation and API endpoints live on separate subdomains from the main site
What file types does CambioML support?
CambioML VisionLLM parses PDFs, PowerPoints, Word documents, and image files from its product pages. The upload flow also accepts pasted screenshots from your clipboard alongside dragged files.
Does CambioML redact sensitive data during parsing?
Yes. CambioML includes a Remove Private Information option that redacts personally identifiable information while extracting content. You can also toggle page numbers, headers, footers, figures, and charts before export.
How do you start using CambioML?
CambioML offers a free try link at app.cambioml.com and a personalized demo booking form on cambioml.com. Enterprise teams can work through sales for AMS or CRM integrations shown on the insurance-focused homepage.
What export formats does CambioML provide?
After parsing, CambioML lets you download results as HTML, Excel, JSON, or a database schema tailored to your workflow. That flexibility targets teams piping extracted tables into warehouses or business applications.
Is CambioML secure for enterprise data?
CambioML advertises SOC 2 Type 2 certification, GDPR compliance, per-customer data isolation, and a policy that customer data is not used to train models for other clients. It also states LLM provider calls are not stored or used for training.
Who founded CambioML?
CambioML was founded by former AWS and Tesla machine learning engineers, including CEO Rachel Hu and co-founder Lingjie Kong. The company is listed on Y Combinator and maintains offices in Palo Alto and Abu Dhabi.