Spot Disengagement


Agentic tasks
Flagged pattern (4 half-days + low activity); opened case
Completed
Completed
Completed
In progress
Solved problems

Early Detection
Avg.

6.5
days
+48%

Fewer Half-Days
Avg.

1.9
/week
-44%

Faster Deliveries
Avg.

2.2
days
+29%
How it works:
Multi-signal model: Blends calendar gaps, chat latency, task churn, and meeting behavior—inside Teams—into an explainable risk score.
Agentic loop: Detect → propose plan → act (reschedule, task edits, quiet hours) → review outcomes weekly.
Manager playbooks: Policy-aligned micro-interventions and scripts that standardize fair, unbiased responses.
Experimentation built-in: A/B prompts, cadence tweaks, and goal clarity tests to learn what works for this team.
Privacy by design: Minimal, purpose-bound data; transparent logs and opt-in signals to maintain trust.