Use Cases — HR

Performance Management Agent

Continuously analyzes performance data across the organization to identify top performers, emerging trends, and anomalies. Surfaces actionable insights for managers and HR leadership without waiting for quarterly reviews.

Billing unit

Per analysis run

Pay only for the value delivered. No upfront cost.

The result

HR and managers have a continuous, data-driven view of team performance. Top performers are recognized early, underperformance is flagged with context, and decisions are based on evidence.

The problem

What happens without this agent.

Before

Performance data is reviewed once or twice a year in formal cycles. Top performers are identified late, anomalies go unnoticed, and managers rely on memory rather than data.

How it works

Step by step: how the Performance Management Agent operates.

Every action is logged, auditable, and executed inside your Microsoft 365 environment. Nothing leaves your tenant.

  1. 1

    Agent connects to performance management system and HRIS data sources

  2. 2

    Analyzes performance scores, objective completion rates, and peer feedback trends

  3. 3

    Identifies top performers, improving trajectories, and emerging underperformance signals

  4. 4

    Flags anomalies: sudden drops, outlier patterns, or teams with systemic issues

  5. 5

    Generates weekly performance digest for managers with team-level and individual highlights

  6. 6

    Delivers monthly HR leadership report with organization-wide performance trends

Why it matters

Built for your Human Resources team.

The Performance Management Agent is designed specifically for Human Resources processes. It connects to your existing systems, works inside your Microsoft 365 environment, and delivers measurable results from day one.

  • Zero upfront cost

    Development is fully covered. You pay only per analysis run, starting from the first one the agent handles.

  • Inside your perimeter

    The agent operates entirely within your Microsoft 365 tenant. No data is shared with third-party platforms.

  • Agreed metrics, transparent pricing

    Before deployment, we agree what success looks like and how much each action costs. No surprises.

  • Production-ready in weeks

    We scope, build, and deploy in a structured sprint. Your team sees results within the first billing cycle.

Before vs. After

Without the agent

Performance data is reviewed once or twice a year in formal cycles. Top performers are identified late, anomalies go unnoticed, and managers rely on memory rather than data.

With the agent

HR and managers have a continuous, data-driven view of team performance. Top performers are recognized early, underperformance is flagged with context, and decisions are based on evidence.

FAQ

Common questions about the Performance Management Agent.

What does the Performance Management Agent do?
Continuously analyzes performance data across the organization to identify top performers, emerging trends, and anomalies. Surfaces actionable insights for managers and HR leadership without waiting for quarterly reviews.
What is the business impact of the Performance Management Agent?
HR and managers have a continuous, data-driven view of team performance. Top performers are recognized early, underperformance is flagged with context, and decisions are based on evidence.
How is the Performance Management Agent deployed?
The Performance Management Agent is deployed directly inside your Microsoft 365 environment. It integrates with your existing tools — Teams, SharePoint, your Human Resources systems — through secure MCP connectors. There is zero upfront cost: the agent is built to your specifications and you pay only per analysis run.
How much does the Performance Management Agent cost?
The Performance Management Agent follows theywork365's pay-per-action model: you pay only per analysis run, with no upfront development fee. Pricing is agreed before deployment based on your expected usage volume. This means the ROI is calculable from day one.

Ready to deploy the Performance Management Agent?

Talk to an expert. We'll scope the agent to your exact processes in one call — no commitment required.

Talk to an Expert