Lilly Tech Systems
Advanced
Enterprise Copilot Best Practices
Maximizing the return on Copilot investment requires ongoing optimization across governance, user enablement, cost management, and strategic expansion of AI capabilities.
Governance Best Practices
- Establish an AI governance board: Cross-functional oversight of Copilot policies, usage, and expansion decisions
- Define acceptable use policies: Clear guidelines on what is appropriate to share with Copilot and how to handle AI-generated content
- Regular permission audits: Quarterly reviews of SharePoint, OneDrive, and Teams permissions to prevent data oversharing
- Monitor Copilot usage: Use Microsoft 365 admin reports and Copilot Dashboard to track adoption and identify issues
- Feedback mechanisms: Establish channels for users to report concerns, suggest improvements, and share successes
Cost Optimization
| Strategy | Details |
|---|---|
| License management | Assign licenses to users who will actively use Copilot; reassign from inactive users |
| Usage monitoring | Track usage metrics to identify underutilized licenses and reallocate accordingly |
| ROI measurement | Quantify time saved and productivity gains to justify ongoing investment |
| Phased licensing | Deploy to high-impact roles first rather than blanket licensing |
Maximizing Value
- Prompt libraries: Create and share department-specific prompt templates that produce consistent, high-quality results
- Graph connectors: Index external data sources to make more organizational knowledge available to Copilot
- Custom agents: Build Copilot Studio agents for specialized workflows (HR onboarding, IT help desk, sales preparation)
- Process redesign: Rethink workflows to take advantage of Copilot rather than just automating existing manual steps
- Continuous learning: Regular training refreshers as Microsoft adds new Copilot features and capabilities
Common Mistakes to Avoid
- Deploy without data prep: Skipping SharePoint permissions audit leads to data exposure incidents
- No training investment: Expecting users to figure out Copilot on their own leads to low adoption
- Blanket licensing: Buying licenses for everyone without a targeted deployment plan wastes budget
- Ignoring change management: Treating Copilot as just another IT rollout instead of a workflow transformation
- No success metrics: Failing to measure adoption and impact makes it impossible to demonstrate ROI
Think long-term: Copilot is not a one-time deployment — it is an ongoing capability that evolves with Microsoft's rapid release cycle. Build a sustainable operating model with dedicated ownership, regular reviews, and continuous improvement processes.