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.
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.
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.
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.
Connect your systems in minutes. We inventory sources and map fields to a common schema tailored to your business.
Our cloud platform converts raw data into governed, AI-ready context with lineage and policy controls.
Our Dynamic Tool Gateway™ securely delivers context to applications and AI agents—low latency, observable, and easy to scale.


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

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

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

Elastic orchestration for data jobs with full visibility—scheduling, retries, SLAs, and dashboards your ops team will love.
Key Benefits:
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.
We measure success by the business value you ship.
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.
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.
Fill out the form and we’ll get back with you promptly