ScrapDI is more than software—it's a decision intelligence engine designed around the mental models embraced by elite CTOs. These models, drawn from The CTO Mindset (NASDAQ: SHOP, 2025), shape how ScrapDI enforces profit, detects risk, and executes faster than human teams ever could.

 

​

1. ✨ First Principles

"Don't start with what's been done. Start with what's true."

​

ScrapDI analyzes every scrap transaction using only raw,

verified inputs:

• Net vs gross weight

• Haul cost per mile

• Price spread vs benchmark or index

• Margin per ton/lb, per load, per vendor

• Customized strategic indicators

 

This removes legacy bias, eliminates assumption, and surfaces truth-based decisions.

💡 Source: The CTO Mindset, Ch. 1

 

2. ⚖️ Dialectical Logic

"Don't accept the binary—synthesize the truth."

​

ScrapDI escapes false trade-offs. It holds competing priorities

in tension and delivers composite strategies:

• Optimize speed and cost

• Balance volume and compliance

• Resolve pricing and routing conflicts in real time

 

This model helps ScrapDI act like a strategic operator, not a static rules engine.

💡 Source: The CTO Mindset, Ch. 2

 

3. ⚡ Creative Destruction

"If you don't disrupt your own playbook, someone else will."

​

ScrapDI continuously identifies obsolete decisions:

• Underperforming suppliers

• Price tiers that erode margin

• Buyers with repeated compliance failures

 

It doesn’t just report risk—it recommends high-leverage changes and executes them automatically if enabled.

💡 Source: The CTO Mindset, Ch. 3

 

4. ⏩ Greedy Algorithms

"Progress beats perfection. Move fast, learn fast."

​

ScrapDI triggers quick, confident decisions:

• Real-time margin adjustments

• Rapid route closures

• Instant supplier enforcement

 

It uses local optimal actions to generate system-wide gain, without waiting for full system alignment.

💡 Source: The CTO Mindset, Ch. 4

 

5. ⚛️ Metcalfe’s Law

"More connections = more intelligence = more margin."

​

ScrapDI grows more valuable with every data connection:​

• ERP

• Market index feeds

• CRM

• Dispatch

• Custom

 

Each node multiplies its insight and margin protection capacity exponentially.

💡 Source: The CTO Mindset, Ch. 5

​