The Pragmatic AI Builder
How Anyone Can Build, Price, and Launch a Profitable AI Business (With or Without a Tech Background)
Stop watching from the sidelines. Learn how to direct AI coding assistants like a General Contractor, protect your profit margins with smart caching, claim $500k in free cloud credits, and close paying customers before you write code.
Get Early Draft Chapters & Launch Notice
Instant access to Chapter 1 preview and the $500k Credit Checklist upon signing up.Inside the 17-Chapter Operating Manual
Structured into four tactical sections that guide you step-by-step from zero to incorporated, cash-flowing software business.
Part I: Should I Build This? (Customer Pain & The Wedge Scout)
Uncovering your authentic unfair foothold, the 10-Signal Evidence Stack, and the Decision Ladder for when NOT to build.
- Chapter 1: The Life Experience Audit (Your Unfair Foothold)
- Chapter 2: The Wedge Scout Framework & The Evidence Stack
- Chapter 3: The Decision Ladder: When NOT to Build Software
- Chapter 4: The Triple Defensibility Test (Why Not ChatGPT, SaaS, or Internal Build?)
- Chapter 5: Cognitive Task Allocation (Principles Over Model Names)
- Chapter 6: Field Scouting & The Discovery Conversation
Part II: If So, How Should I Build It? (De-Jargonized Systems & Smart Economics)
The General Contractor method, The Builder's Nine Questions, Outcome Economics, and smart caching.
- Chapter 7: The General Contractor Method & The Builder's Nine Questions
- Chapter 8: Outcome Economics: Managing Cost Per Successful Customer Job
- Chapter 9: The Economics of Caching & Cost Control
- Chapter 10: Deterministic Context: The Cheapest Database on Earth
- Chapter 11: Setting House Rules for AI Assistants (.cursorrules & Directives)
- Chapter 12: Safe Passage (Customer Data Privacy & Getting Paid via Stripe)
Part III: How Do I Structure the Business? (Legal Rails & Non-Dilutive Capital)
Sensible entity formation, navigating startup credit tiers realistically, and claiming federal SBIR grants.
- Chapter 13: Sensible Entity Formation (Richard's Rule: Formalities & Tax Reserves)
- Chapter 14: Navigating Cloud Credits & Startup Programs (Realistic Tiers vs Caps)
- Chapter 15: Non-Dilutive Government Grants (SAM.gov & SBIR)
- Chapter 16: The Clarifying Power of High-Stakes Compression
Part IV: How Do I Turn It into a Real Company? (The Embedded Founder Flywheel)
The complete 6-stage flywheel, value-based pricing heuristics, distribution, and customer retention loops.
- Chapter 17: The Embedded Founder (Services as the Research Lab & Financing Engine)
- Chapter 18: Value-Based Pricing & The Strategic Paid Pilot (The Awkward Silence)
- Chapter 19: Distribution, Retention & Pain Reoccurrence
- Chapter 20: The Quiet Launch & The 5-Day Nurture Funnel
Over $585,000 in Included Toolkits & Financial Rails
This is not abstract theory. Every copy comes with ready-to-use production assets:
Production Legal Contracts
Copy-paste $7,500 Forensic Audit SOW and $500 Strategic Pilot Agreement with automatic SaaS conversion terms.
Smart Caching Architecture
Complete Redis vector semantic cache (0.92 cosine) Python class that slashes repetitive inference bills by 50%.
$500k Capital Directory
Direct step-by-step approval recipes for Google ($350k), Microsoft ($150k), AWS ($25k), and SAM.gov SBIR grants.