AI Workforce Index
Benchmark your AI workforce against industry averages and surface optimization opportunities.
Department AI adoption imbalance
Some departments have significantly more AI agents than others. Consider expanding AI tooling to underserved teams.
1 idle agents costing $19/mo
Decommission idle agents to reduce waste. GitHub Copilot have no recent activity.
Consider consolidating coding agents
You have multiple agents on the same platform. A team or enterprise plan may offer better value.
2 agents need governance review
Artisan AE, Competitive Intel Bot are running without formal approval. Review and approve or restrict.
Industry data based on 2025-2026 estimates. For illustration purposes.
| Metric | Your Org | Industry Avg | Top 10% | Status |
|---|---|---|---|---|
Agents per Employee Number of AI agents deployed per human employee | 0.57 | 0.45 | 0.85 | Good |
Monthly AI Spend per Employee Average monthly AI tool cost divided by headcount | $104 | $85 | $150 | Average |
Agent Utilization Rate Percentage of agents actively being used (not idle or in review) | 82% | 82% | 95% | Average |
Agents with PII Access Percentage of agents that can access personally identifiable information | 29% | 35% | 15% | Average |
Self-Provisioned (Ungoverned) Percentage of agents without formal approval | 7% | 40% | 10% | Good |
GitHub Copilot has been idle for 14 days
Owned by Ben Miller. Last active on Feb 10.
Decommission to save $19/mo or reassign to an active project.
Unvetted platform detected: artisan
Artisan AE is running on a platform not yet in the approved list.
Review the platform for security and compliance requirements.
Estimated based on platform benchmarks
| Agent | Cost/mo | Tasks/mo | Cost/Task | Human Equiv. | ROI |
|---|---|---|---|---|---|
GitHub Copilot Maya Johnson | $19 | 600 | $0.03 | $12,000 | 100% |
Cursor Pro Daniel Lee | $20 | 520 | $0.04 | $12,000 | 100% |
GitHub Copilot Sofia Greco | $19 | 600 | $0.03 | $12,000 | 100% |
Cursor Pro Aisha Okafor | $20 | 520 | $0.04 | $12,000 | 100% |
Cursor Pro Ethan Ross | $20 | 520 | $0.04 | $12,000 | 100% |
AI Lead Scorer Samantha Wong | $85 | 380 | $0.22 | $8,000 | 99% |
Outreach AI Ashley Martin | $120 | 380 | $0.32 | $8,000 | 99% |
Copy.ai Nicole Torres | $49 | 200 | $0.25 | $6,000 | 99% |
SEO Optimizer Chris Evans | $55 | 380 | $0.14 | $6,000 | 99% |
Meeting Summarizer Rachel Kim | $35 | 380 | $0.09 | $6,000 | 99% |