M365 Copilot Rollout
At RiskEnterprise-wide deployment of Microsoft 365 Copilot AI assistant across all business units, with change management to address AI displacement anxiety and drive genuine adoption.
Maturity Gate Tracker
Phase transition criteria — each gate must be met before advancing maturity
Copilot Adoption Funnel
4-stage funnel · 900 employees · Drop-off at each stage signals the governance intervention required
73% of employees have activated Copilot. Only 28% have changed a workflow. The 45pp gap is not a training problem — it is an AI confidence problem. Employees are activating to comply, not to work differently. The governance intervention required is peer-led value demonstration, not more broadcast communications.
Viva Pulse Response Rate Impact
Simulate how deploying Viva Pulse to 900 employees changes the adoption funnel
Projection model: +4pp Used Weekly and +2.5pp Workflow Change per 10pp Viva Pulse response rate, based on Microsoft Viva deployment research and peer champion programme outcomes. Actual results depend on barrier identification quality and intervention speed.
Live Signal Readings
8 signals from 5 sources
M365 Copilot Activated Users
Copilot Prompt Acceptance Rate
Copilot Concern Tickets (30d)
Open Copilot Rollout Blockers
Employee Sentiment: AI Copilot
AI Anxiety Language in #copilot-help
Segment 201-500: Copilot Activated
Change Requests Documented
Governance Insights
4 insights synthesized from signal data