Data intelligence that powers continuous decisions. Connect all your data sources, transform raw data into reliable signals, and keep everything synchronized in real time so decisions are always based on current information.
Fundamental Principle
Data Engine converts raw data into reliable signals. Clean, validated, and ready for Context Engine, Memory System, and Decision Engine to use.
Signal Architecture
Integrations break constantly, creating technical debt that slows everything down
Data arrives too late. Decisions are made with outdated information
Each team works with different data. No single source of truth
Search finds documents, not the actual information you need
Governance slows you down instead of enabling control
Data Engine creates a continuous flow of reliable signals. All connected, versioned, and fully auditable. One source of truth, always up to date.
Architecture
Distributed architecture that ingests data from any source, transforms it into reliable signals, synchronizes everything in real time, and delivers it to your decision systems at enterprise scale.
Not just ETL. Not BI. Signal infrastructure built for real-time decisions. Data flows continuously, decisions happen instantly.
Connect to any data source: databases, APIs, files, or systems. One unified pipeline.
Transforms raw data into clean, reliable signals. Normalized, validated, and enriched.
Keeps everything synchronized in real time. Changes propagate instantly across all systems.
Delivers signals to Context Engine, Memory System, and Decision Engine. The foundation for all decisions.
System Capabilities
Connect to new systems quickly. No need to replatform or rebuild. Ship connectors and streams in days, not months.
Automatically normalizes data formats, validates quality, and enriches with semantic meaning so signals are reliable and ready to use.
Real-time change detection and propagation. Automatic conflict resolution. Full version history so you always know what changed and when.
Granular access control: row-level, column-level, role-based. Complete audit trail and data lineage so you know who accessed what and when.
Signals are optimized for semantic search and context mapping so Memory System and Context Engine can find and connect information instantly.
Built-in resilience: backfills, replay capabilities, and full observability. When things go wrong, you can recover quickly.
Production Metrics
See how Data Engine connects all your data sources and transforms them into reliable signals in minutes, not months.
See How It Works