.// Context Engine

Every system connected. Every relationship mapped.

The Context Engine ingests, indexes, and maps relationships across 300+ enterprise systems — giving every agent a complete understanding of your organization. No more siloed data. No more incomplete answers. Every agent operates with unified context.

Map Your Enterprise Data Platform Architecture

300+ Connectors
Real-time Sync
Semantic Layer
Relationship Mapping
Entity Resolution

300+

Enterprise systems connected

<100ms

Context retrieval latency

Real-time

Continuous data ingestion

.// Live Data Graph

Continuously ingests and maps your entire enterprise ecosystem.

The Context Engine connects to ERP, CRM, HRIS, finance, support, and collaboration tools — ingesting structured data and unstructured communications in real-time. It builds a live semantic graph of entities, relationships, and events.

When a procurement agent processes an invoice exception, it already knows the contract terms, vendor history, approval chain, and spend thresholds — because the Context Engine mapped those relationships before the agent was ever invoked.

No manual data pipeline configuration. No CSV uploads. The engine discovers schemas, resolves entities, and builds the graph continuously as your systems change.

See how it works

.// Semantic Understanding

The engine understands what the data means in your business.

Raw data is noise. The Context Engine transforms it into understanding. Business definitions encode what terms actually mean in your organization. Organizational hierarchies map reporting structures. Process flows capture how work actually gets done.

Domain terminology connects technical concepts to business outcomes. All of this lives in the semantic layer, enabling agents to reason like domain experts — not generic language models.

When an agent encounters “acct_mgr_id” in your CRM, it doesn't just see a foreign key. It understands this is an Employee who manages Customers, belongs to Teams, and generates Reports.

See semantic layer in action

.// Context Intelligence

Three pillars of unified enterprise context.

The Context Engine powers both the Agentic BI agent and every other intelligent agent on the platform with a single, unified semantic layer.

sync

Real-Time Sync

Continuous ingestion from your enterprise systems, not batch processing. Live updates flow into the semantic graph as data changes.

Sub-second propagation
Change-data-capture
Conflict resolution
Audit trail logging

relationships

Cross-System Relationships

Connect entities across siloed systems. Link customers to contracts to usage data to support tickets — all mapped automatically.

Entity resolution
Foreign key discovery
Implicit relationship inference
Bi-directional traversal

definitions

Business Definitions

Encode what terms actually mean in your organization. Business rules, hierarchies, and domain terminology power smarter agent reasoning.

Custom taxonomies
Org hierarchy mapping
Domain glossaries
Policy rule encoding

.// The Foundation

One context layer powers every agent.

Every agent on the platform — whether pre-built or custom — operates with the same rich context. No manual configuration per agent. No duplicated context layers. One semantic graph, one unified understanding, infinite agents that all reason with enterprise expertise.