Human-AI Collaboration Portfolio

Exploring the Frontier of AI Collaboration

Developer. Writer. Builder. Creating products, stories, and experiments at the intersection of human creativity and artificial intelligence.

Framework

AI That Actually Works

Most AI initiatives fail because they start with technology instead of business outcomes.

Strategic
Defense

Foundation Builders

Knowledge bases, compliance automation

Offense

Market Movers

AI-native products, competitive advantage

Defense

Cost Cutters

Back-office automation, document processing

Offense

Quick Wins

Lead qualification, content generation

Tactical
01

Start Small

Prove value with tactical wins before betting on strategic plays.

02

Measure Everything

Every initiative lives in a quadrant. Know which one you're in.

03

Learn & Adapt

Projects migrate between quadrants as you learn. That's the point.