How it Works
Upriver is an AI-powered autonomous agent system that takes high-level data engineering goals and executes them: end-to-end: with full context awareness, precision, and oversight
Tell Upriver Your Goals
You tell Upriver what you want – not how to do it
Continuous Understanding of Your Environment
The foundation of Upriver is its Data Context Layer – an always-updating map of your data landscape
Schema & Metadata
Tables, fields, formats, constraints
Lineage
Upstream/downstream dependencies
Query & Usage Patterns
How data is accessed and transformed
Business Semantics
Inferred meanings, relationships, and KPIs
Quality
Constraints and expectations from the data
Transformation code
Inferred logic written inside transformation code
The Outcome
All powered by a context engine that understands your schema, lineage, queries, and usage patterns, and a crew of specialized agents that execute reliably and autonomously
Pipelines built in hours, not weeks
Issues caught before they impact models or reports
Engineers freed to work on innovation, not firefighting
Enterprise AI projects move faster, with higher confidence in the data
Meet Your AI-Ready Data Engineering Copilot
Book a demo to see how Upriver lets your team stop firefighting – and start building