Visual Knowledge Indexfor Agents & MCPs
Queryable index of facts for visual data.
Other solutions extract visuals or index text. Polyvia indexes and reasons over visuals — by connecting facts across the corpus.
"Based on page 4, the revenue increased by 14% year-over-year..."
Core capabilities that power Polyvia
VLM-OCR extraction, cross-document reasoning, connected knowledge graphs, and visual citations.
Visual Citations
Every answer traced to source - document/page/section. Audit-ready.
Cross-Document Reasoning
Query across 10,000+ documents. Facts connected, not scattered.
One Source of Truth
One connected knowledge graph of facts. Every fact disambiguated - company, quarter, source, page.
"Q3 revenue: $4.5M (confidence 0.99)"fig 4.2
VLM-OCR Extraction & Charts-to-Data
Charts, tables, diagrams → structured facts. Visual logic extraction from any document.
| Metric | Q3 2024 | Growth |
|---|---|---|
| Revenue | $45.2M | +12% |
| Users | 1.2M | +8% |
| Churn | 2.1% | -0.5% |
Choose the entry point that fits your workflow
Polyvia Studio
For knowledge-work teams.
- Visual search and exploration
- Query across millions of charts and slides
- Answers with audit-ready citations
API & MCP Server
For developers building multimodal agents.
- Unified Multimodal API for visual RAG
- Native MCP for Claude, Cursor & Windsurf
- Sub-second visual logic extraction
Polyvia for Enterprise
Same product, on your infrastructure. Private deployment and direct integrations.
- On-prem / VPC deployment
- Integrations: S3, Snowflake, SharePoint, CRM, ERP.
- BYOK — bring your own LLM
- Zero-training policy
- SOC2 compliant
Ready to turn documents into
structured data and answers?
Join the waitlist to pilot Polyvia for extraction, analysis, and agentic Q&A—with citations you can trust.
We're rolling out access weekly. No spam, ever.