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 of Polyvia Engine
Visual AI infrastructure layer for Agents & MCPs — visual search and reasoning at scale, on the graph of connected facts.
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% |
Visual Citations
Every answer traced to source - document/page/section. Audit-ready.
Cross-Document Agentic Reasoning
Query across 10,000+ documents. Facts connected, not scattered.
2 ways to access Polyvia
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.
- REST API for custom integrations
- MCP Server for Claude, Cursor and Windsurf
- Multimodal-Graph-RAG-as-a-Service
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
Start building with
Visual Knowledge Index
Polyvia is currently in private Beta. Get early access to equip your agents with visual reasoning. Enter your email to join the waitlist.
We're rolling out access weekly.
