One Substrate, Every Source, Zero Migration
Enterprise data lives in dozens of systems across structured databases, unstructured documents, real-time streams, and APIs. Unify Data connects them into a single substrate that Context OS can reason over — without moving data or replacing platforms
The Problem
AI Agents Can't Reason Over Data They Can't Reach
Enterprise data is scattered across ERPs, CRMs, data lakes, document stores, and real-time event streams. Each system has its own schema, access model, and update cadence. Without unification, every agent builds a partial, stale, conflicting picture of reality
Partial Context
Agents act without full data. Missing context risks bad decisions
Payments miss vendor risk
Incomplete customer profiles
Missing inventory levels
Limited compliance visibility
Fragmented operational data
Outcome: Unified context eliminates decision blind spots
Rule Breakage
Business rules fail when schemas evolve. Continuous updates create gaps
Column renames break logic
Deprecated fields cause errors
Integration pipelines fail
Reporting inconsistencies
Alerts triggered incorrectly
Outcome: Structural enforcement prevents schema-related failures
Real-Time Gaps
Outdated information drives wrong actions. Real-time decisions are critical
Batch updates lag hours
Vendor risk outdated
Inventory counts stale
Compliance checks delayed
Operational alerts late
Outcome: Real-time evaluation ensures up-to-date decisions
How It Works
Connect, Harmonize, and Govern
Unify Data Operates in Three Comprehensive Stages. Each Stage Builds on the Last to Deliver Full Visibility, Control, and Governance
Connect
300+ pre-built connectors to enterprise systems — ERPs, CRMs, databases, lakes, APIs, and event streams. No custom ETL required
Harmonize
Schema-aware normalization that maps disparate data models into a unified semantic layer. Handles type conflicts, naming inconsistencies, and structural differences
Govern
Access controls, lineage tracking, and quality signals applied at the substrate level. Every data element carries its provenance, freshness, and confidence score
Core Capabilities
What Unify Data Delivers
Unify Data connects, normalizes, and governs enterprise data in real time for trusted, up-to-date insights
300+ Enterprise Connectors
Pre-built connections to SAP, Oracle, Salesforce, ServiceNow, Snowflake, Databricks, Kafka, and hundreds more. Configure in minutes, not months
Real-Time Change Data Capture
Stream changes from source systems as they happen. No batch delays. Agents always reason over current state
Multimodal Ingestion
Structured tables, unstructured documents, images, logs, and video metadata — all normalized into the unified substrate
Schema Evolution Tracking
Automatically detect and adapt to schema changes. When a column is renamed, added, or deprecated, mappings update without manual intervention
Data Quality Signals
Every data element carries freshness, completeness, and confidence scores. Agents know not just what data says, but how much to trust it
Federated Query
Query across all connected sources through a single interface. No data movement required for read operations
Use Cases
Where Unify Data Operates
Unify Data connects and harmonizes disparate systems to give agents full context, enabling faster, more accurate decisions across IT, customer service, finance, and security operations
Integrations
Connects to Everything You Already Use
Unify Data supports 300+ enterprise connectors across every major category
ERP Systems
Cloud Platforms
Data Infrastructure
Streaming & Events
FAQ
Frequently Asked Questions
Unify Data lets you query in place or materialize frequently accessed data, choosing the approach per source to balance latency, compliance, and cost
Unify Data detects schema changes automatically, updates mappings, flags risks, and notifies stewards — no manual intervention needed
Unify Data connects to 300+ enterprise sources across every major category — ERPs, CRMs, cloud platforms, databases, data lakes, streaming platforms, document stores, APIs, and event streams
Pre-built connectors onboard in under an hour. Custom REST/GraphQL sources take 1–2 days, while complex legacy systems are built by ElixirData within 4 weeks
Ready to See Unify Data in Action?
See how Unify Data deploys over your existing infrastructure in 4 weeks — with structural governance from day one