tools
Contextual AI Platform
Build and deploy AI agents that search enterprise documents and data, extract information, and produce cited answers.
Contextual AI Platform helps teams build agents and workflows for technical and other knowledge-intensive tasks. It connects to documents, databases, media, APIs, and MCP tools; extracts structured information; searches and reranks relevant content; and generates answers with citations and document bounding boxes.
Developers can use APIs, SDKs, or a visual builder, while organizations can deploy through Contextual SaaS, dedicated cloud environments, or private VPCs. Pricing is usage-based for on-demand access, while Enterprise plans use custom pricing. Structured data ingestion and continuous ingestion require contacting sales.
Features
- Build dynamic agents and static workflows with prompt-based or drag-and-drop tools
- Connect enterprise data through managed connectors, MCP, APIs, or file uploads
- Process PDFs, HTML with images, charts, tables, databases, spreadsheets, and CSVs
- Extract structured information from complex documents using agentic extraction
- Retrieve, rerank, filter, and generate grounded answers from enterprise data
- Provide citations and visual bounding boxes linked to source documents
- Evaluate groundedness, collect feedback, annotate errors, and optimize agents
- Use Python, TypeScript, and JavaScript integrations plus platform APIs
Use cases
- Answer technical customer questions using datasheets, call logs, and product data
- Diagnose device errors and anomalies in large technical log files
- Research intellectual property conflicts and regulatory compliance gaps
- Search scattered enterprise knowledge for internal teams
- Generate qualification reports and requirements traceability matrices
- Extract and analyze information from data-room documents
Pros
Cons
Pricing
- Starting price
- Pay-as-you-go
- Pricing checked
- 2026-09-19
On-demand
Pay-as-you-go
- Unlimited users, agents, and datastores
- One workspace
- Contextual SaaS deployment
- Usage-based platform access
- $25 in free credits
Enterprise
Custom
- Unlimited users, agents, datastores, and workspaces
- SAML / SSO and role-based access control
- Customer VPC deployment
- Dedicated support and onboarding services
- Custom development support