Insurance
Claims documents aren’t clean. Photos, handwriting, edge cases — that’s the norm.
how it works
We extract, reason, and validate claims data across documents and images in one unified system.
Extract structured data from claims, policies, invoices, and evidence
Reason across documents and images together
Validate totals, dates, signatures, and coverage
Why it matters
Faster processing reduces costs, prevents leakage, and improves customer satisfaction.
Faster claim resolution
Fewer escalations and rework
Built-in audit trails for compliance
Why VLM Run
security
SOC 2 Type II
Certified for security controls.
GDPR
Complies with EU data laws.
Configurable Retention
Fully-customizable data retention policies, including ZDR.
HIPAA
BAA available for Pro & Enterprises.
Can VLM Run handle handwritten and scanned documents?
Frontier models can describe what they see — but not act on it. Orion goes beyond perception by planning, executing, and validating visual tasks. Instead of just describing an image, Orion can detect, crop, segment, generate, and analyze in sequence — reliably and deterministically.
What can I build with Orion?
Developers are already using Orion for a wide range of applications – from visual ETL pipelines that detect, extract, and structure information, to automated product and marketing asset generation, document parsing and redaction, video summarization and clipping, and even medical and geospatial visual analysis. If your workflow involves visual data, Orion can make it intelligent and interactive.
How is Orion priced?
Orion’s pricing is designed to be flexible and transparent — based on the tools you use and the volume of visual tasks you run. Each visual capability (detection, segmentation, OCR, generation, etc.) is priced per use, allowing you to scale from experimentation to production without committing to fixed model tiers. Enterprise plans include predictable monthly or on-prem options for teams that need volume pricing, VPC deployments, or compliance guarantees.
How accurate is Orion compared to traditional CV models? Orion taps in
Orion taps into both modern VLM archteictures and traditional computer-vision models, allowing it to reason and accurately perform visual tasks. In benchmarks across several multi-modal tasks (MMMU, MMBench, DocVQA, RefCOCO etc), Orion consistent outperformed leading VLMs on multi-step visual reasoning, structured OCR and traditional CV tasks like detection, segmentation, tracking. See our whitepaper for more details.
