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Contextual AI

Enterprise platform for building specialized RAG agents using advanced context engineering.

Updated April 2026

Overview

Segment
RAG & Retrieval

Product overview

Contextual AI builds a unified context engineering platform with Agent Composer for creating production-grade AI agents that handle complex enterprise tasks like technical search and analysis over massive document bases. Used by Fortune 500 companies including Qualcomm, HSBC, and Advantest in tech, finance, and media for secure, accurate RAG applications. Distinct for RAG 2.0 optimizations, multimodal parsing, grounded generation, and enterprise security like SOC2 and VPC deployments.,

Revenue model

On-demand pay-as-you-go (Parse $3-40/1k pages, Rerank $0.02-0.05/M tokens, Generate $3 input/$15 output per M tokens) with $25 free credits; custom Enterprise licensing for advanced features/SLAs.

Moat

  • Proprietary Technology
  • Proprietary Data
  • Scale Advantages

Contextual AI's key competitive moat is its proprietary context engineering platform that transforms general AI models into specialized, production-grade agents by unifying and reasoning over complex enterprise data like technical documents and logs.