MAKE YOUR DATA
AI-READY
Without rewiring your business

Context River unifies and normalizes your enterprise data into AI-ready context, then serves it securely to applications and agents. Patent pending technology ensures speed, control, and reliability from day one.

Our Platform

Context River turns your existing systems into AI-ready context—securely, consistently, and fast. With patent pending technology, we deliver a governed, low-latency way to connect, normalize, and serve your data to the applications and agents that need it—without replatforming or risky rewrites.

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The Problem.

Our Solution.

Your data lives across SaaS apps and legacy systems. Schemas drift. APIs change. Analytics teams wait. AI pilots stall because data isn’t standardized, governed, or accessible in a model-friendly way.

The Context River Solution

Context River connects to your existing systems, harmonizes fields into a consistent schema, and publishes AI-ready context for apps and agents—securely and at low latency. No disruptive migrations. No brittle glue code. Just results.

How It Works

Discover

Connect your systems in minutes. We inventory sources and map fields to a common schema tailored to your business.

Normalize

 Our cloud platform converts raw data into governed, AI-ready context with lineage and policy controls.

Serve

Our Dynamic Tool Gateway™ securely delivers context to applications and AI agents—low latency, observable, and easy to scale.

Context-as-a-Service for enterprises

Our Platform

Rapid, secure connections to your SaaS and on-prem systems. We auto discover relevant fields and establish governed pipelines without disrupting production.

Key Benefits:

  • Onboard new sources in minutes, not weeks
  • No re-platforming or vendor lock-in
  • Policy-driven access and masking from the start
  • Built-in lineage and audit trails
Context Forge Engine

Our cloud platform harmonizes disparate schemas into a stable, business-ready model—complete with metadata, provenance, and quality checks.

Key Benefits:

  • Consistent, AI-ready fields across systems
  • Schema drift handled automatically
  • Quality gates and validation baked in
  • Clear mapping documentation for teams
Dynamic Tool Gateway

Our low-latency gateway securely publishes your context as callable tools for applications and AI agents—scalable, observable, and easy to govern.

Key Benefits:

  • Single secure endpoint for all tools
  • Built-in auth, rate limits, and telemetry
  • Sub-50ms median response times (typical workloads)
  • Simple versioning and rollbacks
Job Fabric & Observability

Elastic orchestration for data jobs with full visibility—scheduling, retries, SLAs, and dashboards your ops team will love.

Key Benefits:

  • Elastic workers for peak demand
  • Click-to-retry with precise controls
  • Real-time metrics and structured logs
  • SLA alerts that prevent surprises

About Us

Our Story

Context River began with a simple observation: enterprises don’t need yet another platform; they need their existing platforms to speak AI. After watching teams spend months wiring brittle integrations, we built a better path—one that respects your architecture and unlocks value in weeks, not quarters. The “aha!” moment came when we realized context—not just data—drives outcomes. So we engineered a way to create and serve context reliably, at scale.

Our Mission

Outcome Ownership:

We measure success by the business value you ship.

Our Values

To make enterprise AI adoption practical, safe, and fast by turning existing systems into AI-ready 
context—governed by your rules, aligned to your outcomes, and delivered with unmatched reliability.

  • Customer Truth: Build what moves your metrics, not ours.
  • Security First: Protect data by design—least privilege, auditability, and encryption everywhere.
  • Clarity Over Complexity: Make powerful systems feel simple to use.
  • Trust Through Transparency: Observable pipelines, clear SLAs, honest roadmaps.
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Want to learn more? 


Context River unifies and normalizes your enterprise data into AI-ready context, then serves it securely to applications and agents. Patent pending technology ensure speed, control, and reliability from day one.

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