Polyvia
Polyvia is an AI-powered visual knowledge indexing platform that enables agents and MCPs to extract, connect, and reason over visual data from documents at scale.
https://polyvia.ai/?ref=producthunt
Product Information
Updated:Feb 9, 2026
What is Polyvia
Polyvia is a visual AI infrastructure layer that provides a queryable index of facts from visual data across documents. Unlike traditional solutions that only extract visuals or index text, Polyvia specializes in indexing and reasoning over visual elements by connecting facts across an entire corpus of documents. The platform is currently in private beta and offers both enterprise and cloud deployment options.
Key Features of Polyvia
Polyvia is a visual AI infrastructure platform that provides a queryable index of facts for visual data, enabling agents and MCPs to perform visual search and reasoning at scale. It specializes in extracting and connecting facts from charts, tables, and diagrams across documents, offering both enterprise and private deployment options with robust integration capabilities.
Visual Knowledge Indexing: Creates a structured, queryable index of facts extracted from visual data across thousands of documents, connecting information rather than just scattering it
Chart and Table Extraction: Automatically detects and extracts data points from charts, tables, and diagrams, converting visual information into structured facts
Enterprise Integration Options: Offers flexible deployment options including on-premises/VPC deployment with integrations for S3, Snowflake, SharePoint, CRM, and ERP systems
Zero-Training Policy: Implements a no-training-required approach with built-in SOC2 compliance and BYOK (Bring Your Own LLM) capabilities
Use Cases of Polyvia
Enterprise Document Analysis: Enables businesses to analyze and extract insights from large volumes of visual data across corporate documents
Financial Data Processing: Processes and analyzes financial charts and tables to extract meaningful metrics and trends for business intelligence
Cross-Document Research: Facilitates research across multiple documents by connecting related visual information and facts
Pros
Comprehensive visual data processing capabilities
Strong enterprise-grade security and compliance features
Flexible deployment options with multiple integration possibilities
Cons
Currently in private beta with limited access
May require significant infrastructure for enterprise deployment
How to Use Polyvia
Join Waitlist: Since Polyvia is currently in private Beta, first step is to join the waitlist by entering your email on their website polyvia.ai to get early access
Choose Deployment Option: Select between two access options: Standard cloud-based version or Enterprise version with private deployment
Enterprise Setup (If Applicable): For enterprise users, set up integrations with your infrastructure like S3, Snowflake, SharePoint, CRM, ERP systems and configure your own LLM if desired
Upload Visual Documents: Upload documents containing charts, tables, diagrams that you want to extract and analyze
Query Visual Data: Use the visual knowledge index to query across your documents and extract structured facts from visual elements
Review Extracted Data: Review the extracted data points, facts, and connections made across your visual documents
Utilize Agent Reasoning: Leverage the AI agents to reason over and analyze the extracted visual data to get insights
Polyvia FAQs
Polyvia AI is a visual knowledge index system for AI agents that can extract, index and reason over visual data like charts, tables and diagrams. It connects facts across documents and provides structured data extraction from visual content.
Polyvia Video
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