Three specialized AI products. One sequential strategy. Start with the lowest-risk product, use those profits to fund the next. Each solves a painful, document-heavy problem in a boring, high-cashflow industry.
The Domino Strategy
Launch COIShield (Phase 1). Get 3 paying construction clients.
COIShield runs itself. Clone the stack → launch FreightGuard (Phase 2).
2 revenue streams stable. Use profits to build ClaimRecovery (Phase 3).
Portfolio of 3 vertical AI businesses. If one industry dips, 2 protect you.
Three Products · Three Industries
Commercial Construction
The Pain
Subcontractor insurance certificates (COIs) expire silently. One lapsed cert = a lawsuit.
The AI Solution
AI reads every COI PDF, checks coverage limits, flags low coverage, alerts before expiry.
Why This Phase
Lowest tech risk. No government APIs, no HIPAA. Just PDF → date check → alert.
Freight & Logistics
The Pain
Carrier packet onboarding takes 15–20 minutes per driver. Brokers process dozens daily.
The AI Solution
AI extracts MC number, DOT, insurance expiry from emailed packets in 30 seconds.
Why This Phase
Same tech stack as Phase 1 — change the prompt, change the industry. Run parallel once COI is stable.
Physical Therapy / Healthcare Billing
The Pain
10–20% of PT claims get denied. Writing appeal letters takes 30–60 min each. Revenue bleeds.
The AI Solution
AI reads denial notice + medical notes → generates a ready-to-sign appeal letter in 30 seconds.
Why This Phase
Highest value. Directly recovers lost cash. Build this once Phases 1 & 2 fund it.
The Golden Rule
Sell the outcome
Not the AI. Clients care that it saves 20 hours/week, not that you used Claude Sonnet.
B2B only
Traditional businesses with money: construction, logistics, healthcare billing — not consumers.
Invisible AI
The best vertical AI hides itself. The user feels like their job got 10× easier, not that they're using AI.