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Knowledge Graph

A living map of your workforce. People, jobs, skills, and the context that connects them. The foundation for contextual enterprise AI that truly understands your organization.

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An AI-native Knowledge Graph.

Traditional graphs map connections. Ours understands what those connections mean—and what to do with them.

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Your workforce data is scattered across dozens of systems.

HCM knows who works here. ATS knows who applied. LMS knows what they learned. Project tools know what they delivered. None of them know how it all connects—which skills led to which outcomes, which transitions succeeded, which teams actually collaborate. Without those connections, every AI answer is a guess.

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Every relationship, surfaced.

Data from every system. Connections none of them could see alone.

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in practice

Questions that used to take weeks.

Answered in seconds. Every result explainable.

"Which roles are most exposed to GenAI automation?"

Instantly surfaces roles by task-level AI impact, with explainable reasoning.

"Find candidates similar to our top performers in Engineering."

Matches on skill profiles, not keywords. Surfaces candidates others miss.

"What skills should Marketing develop for the 2027 strategy?"

Compares where you are to where you need to be. Prioritizes the gaps that matter most.

"Show me all paths from Analyst to Director in Finance."

Maps every historical transition, reveals the skills that actually mattered.

"Who could backfill the VP of Sales if she leaves next quarter?"

Surfaces internal successors by skill match, readiness signals, and career trajectory.

"Which employees could transition to the new AI initiative?"

Surfaces people with adjacent skills who have made similar moves before.

scale

Millions of connections. Milliseconds to query.

Each enterprise graph holds millions of entities and relationships. Complex queries return in under 50ms. Every change is versioned—query any point in time.

SPECIFICATIONS

Nodes: 2.4M per enterprise
Relationships: 18.7M edges
Query Latency: <50ms (6-hop)
Availability: 99.9% SLA
PRODUCTION READY

Battle-tested across 200+ enterprise deployments. Zero-downtime updates.


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