AI Impact Dashboard

The Challenge

Organizations invest in AI tools but struggle to measure ROI. Time savings are estimated, not measured. Value is assumed, not proven.

The AI Desk Solution

AI Desk tracks every automation and aggregates impact data into an executive dashboard showing real ROI.

The Workflow

Step 1: Continuous Tracking

Scope: All AI Desk usage
Sources: Usage logs, time estimates, outcomes

Step 2: Impact Calculation

• Time saved per use
• Tasks automated
• Quality improvements

Step 3: Impact Dashboard

📊 AI Impact Dashboard: 100 Days

ORGANIZATION: Your Company
PERIOD: Jan 24 - May 2, 2026

EXECUTIVE SUMMARY
├── Total time saved: 4,280 hours
├── Tasks automated: 12,450
├── Equivalent FTEs: 2.5
├── Estimated value: $428,000
└── ROI: 12.4x investment

BY DEPARTMENT

Sales
├── Hours saved: 1,240
├── Top use: Deal research, proposals
├── Impact: 15% more selling time
└── Value: $124,000

Engineering
├── Hours saved: 890
├── Top use: Code review, documentation
├── Impact: 20% faster PR cycles
└── Value: $89,000

Marketing
├── Hours saved: 720
├── Top use: Content creation, research
├── Impact: 2x content output
└── Value: $72,000

Support
├── Hours saved: 680
├── Top use: Response drafts, knowledge
├── Impact: 30% faster resolution
└── Value: $68,000

HR, Finance, IT
├── Hours saved: 750
├── Top uses: Various
└── Value: $75,000

TOP USECASES (by impact)

Meeting summaries: 480 hours saved
Research synthesis: 420 hours saved
Content drafting: 380 hours saved
Code documentation: 340 hours saved
Report generation: 310 hours saved

ADOPTION METRICS
├── Active users: 342 (89% of seats)
├── Daily queries: 2,400 avg
├── User satisfaction: 4.6/5
└── Feature adoption: 78%

TREND
├── Month 1: 800 hours saved
├── Month 2: 1,100 hours saved
├── Month 3: 1,200 hours saved
├── Month 4: 1,180 hours saved
└── Trajectory: Stable, high adoption

Value Proposition

• Proven ROI: Real measurement
• Executive Visibility: Clear impact story
• Optimization: See what works best

🎉 Congratulations! You've completed the 100 Days 100 Usecases journey.

This is just the beginning. Every usecase represents hours given back to humans — time for creativity, strategy, and the work that truly matters.