🔍 AI Use Case Validator

Score your AI ideas using the 3-criteria framework that separates winners from wishful thinking

📝 Describe Your AI Use Case

📊 Data Richness Test

Great AI needs great data. High-volume, structured information with clear patterns.
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1 = Hundreds of examples | 10 = Millions of examples
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1 = Messy, inconsistent | 10 = Clean, standardized
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1 = Rarely updates | 10 = Real-time continuous
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Data Score

🎯 Human Pain Point Amplifier

The best AI eliminates human drudgery while amplifying human superpowers.
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1 = Creative, strategic work | 10 = Highly repetitive
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1 = Minutes per day | 10 = Multiple hours daily
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1 = Rarely make mistakes | 10 = Frequent errors
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Pain Score

📈 Measurable Impact Filter

If you can't measure it, you can't prove it. Clear, quantifiable business outcomes.
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1 = Vague benefits | 10 = Specific, measurable KPIs
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1 = Minor improvement | 10 = Transformational impact
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1 = Hard to measure | 10 = Easy to track metrics
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Impact Score

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📊 Data Richness

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🎯 Pain Point Severity

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📈 Impact Clarity

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💡 Recommendations

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💰 Quick ROI Calculator

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🏆 Similar Success Stories

Netflix Recommendation Engine
Personalized content suggestions
Data: 10/10 | Pain: 8/10 | Impact: 10/10 | Result: 35% of revenue
JPMorgan COIN Legal Analysis
Automated contract processing
Data: 9/10 | Pain: 10/10 | Impact: 9/10 | Result: 360,000 hours saved
GE Predix Predictive Maintenance
Equipment failure prediction
Data: 10/10 | Pain: 9/10 | Impact: 10/10 | Result: Millions saved

© 2025 Himanshu Joshi | GitHub: @HimJoe

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