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Strategic Prioritization Framework • Infinidatum Version 2.0.0

AI Use Case Prioritization Matrix

Prioritize AI projects using Impact vs Effort analysis, ROI scoring, and strategic alignment. Visual dashboard for data-driven decision making.

Add Use Cases

Configure and prioritize your AI initiatives

Total Use Cases
2

⚠️ Use case name is required

⚠️ Description is required

5
5
5
5
5

⚙️Portfolio Constraints & Strategy

Set constraints to optimize portfolio selection

Current Use Cases

Customer Support Chatbot
AI-powered chatbot for customer inquiries
Impact: 8
Effort: 6
ROI: 7
Align: 8
Risk: 3
Document Processing Automation
Automated document classification and extraction
Impact: 9
Effort: 7
ROI: 8
Align: 9
Risk: 4

Portfolio Optimization

Recommended Portfolio
2 use cases
Total Portfolio ROI
15.0
Diversification Score
100%
Recommendations:
  • •Selected 2 use cases using multi-objective optimization
  • •Multi-objective score: 0.640 (balanced across value, cost, risk, strategic alignment)
  • •Total portfolio ROI: 15.0
  • •Total effort: 13.0
  • •Average risk: 3.5/10
  • •3 alternative portfolio(s) evaluated

Dependency Analysis

Critical Path Length
2 use cases
Max Concurrency
1 parallel

Dependency Network

Customer Support Chatbot
Depends on:
Document Processing Automation
Depends on:

Critical Path Sequence

Customer Support Chatbot
→
Document Processing Automation

Portfolio Efficiency Metrics

Efficiency Score
0.36
ROI per Effort
1.15
Impact per Risk
2.43
Balanced Score
1.79

Risk-Return Matrix

High Return, Low Risk
Ideal Investments
High Return, High Risk
High-Risk Opportunities
Low Return, Low Risk
Safe but Limited
Low Return, High Risk
Avoid

Impact vs Effort Matrix

High Impact, Low Effort
Quick Wins
High Impact, High Effort
Major Projects
Low Impact, Low Effort
Fill-ins
Low Impact, High Effort
Thankless Tasks

Prioritized List

#1 Document Processing Automation
Automated document classification and extraction
High Priority
Major Projects
Impact: 9/10
Effort: 7/10
ROI: 8/10
Align: 9/10
Risk: 4/10
#2 Customer Support Chatbot
AI-powered chatbot for customer inquiries
Medium Priority
Thankless Tasks
Impact: 8/10
Effort: 6/10
ROI: 7/10
Align: 8/10
Risk: 3/10