Talent Insight

Turn workforce data into workforce decisions

The Problem

Talent data is scattered across systems. Managers make decisions based on gut feel because pulling insights from HR tools takes weeks of manual reporting.

The Solution

AI that aggregates signals from every HR system and surfaces actionable insights about your people in natural conversation.

Aggregating cross-system data Knowledge Graph
Computing workforce health metrics Retrieval & Embedding
Running predictive risk models Intelligent Tools
Generating manager-ready insights Personalization Engine
Preparing action recommendations Business Logic Engine
Talent Insight Agent Interactive Demo
ACTIVE
Workforce Context Engine
Knowledge Graph

2.4M skill nodes and 18.7M relationships mapping people, jobs, and skills across your organization.

Retrieval & Embedding

Vector-based semantic search finds the right people through meaning, not keywords.

Intelligent Tools

14 specialized tools for matching, predicting, and acting on workforce data.

Personalization Engine

Connects people to roles, learning, and mentors based on skills and goals.

Business Logic Engine

Policy enforcement, approval workflows, and audit trails for every AI action.

Measurable Impact

85% Manager adoption of insights
5x Faster talent review preparation
31% Reduction in regrettable attrition
FAQ

Common questions

What kind of insights does this agent surface?

Workforce composition, skill distribution, attrition patterns, internal mobility rates, diversity metrics, compensation competitiveness, and pipeline health – correlated across systems your individual tools cannot connect.

Can managers get insights about their own teams?

Yes. A manager can ask in Teams about team skill gaps, flight risks, development progress, or succession coverage and get an instant synthesized brief scoped to their direct reports.

How is this different from our existing HR dashboards?

Dashboards show data you already know to look at. The agent surfaces insights you did not know to ask about – correlations between engagement signals and attrition, compensation gaps driving departures, skill concentrations creating business risk.

Does it benchmark against external market data?

Yes. It compares your workforce metrics against anonymized, aggregated data from 700+ enterprises – showing where you lead and where you lag on compensation, skills, retention, and talent flow.

Can it generate reports for board or executive presentations?

Yes. The agent can produce structured workforce reports on demand in any format and timeframe. It assembles the data, generates the narrative, and highlights the key findings.

See your workforce clearly for the first time

AI that turns scattered HR data into the insights managers actually need to make better talent decisions.