AI-Native Operating Company

Built on AI.
Proven in Production.

We build, own, and operate proprietary revenue systems across insurance, SaaS, DTC, and content — spanning two continents. 596K lines of code. $795K–$2.9M replacement value. $65K actual build cost.

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Operating Portfolio All Live
596,903
Lines of
Production Code
$75M+
Revenue
Scaled
10
Systems in
Production
Build velocity — commits/day ↑ 13.4× output
Oct Oct Nov Nov Dec Dec Jan Jan
97.6%
Cost reduction
116 days
Full ecosystem
Insurance Lead Gen SaaS DTC Content Legal
US · South Africa 100% proprietary
Integrated Stack
29 Next
CheckoutChamp
Everflow
SendGrid
Shopify
Sticky
Stripe
Telegram
Trackdesk
Zapier
29 Next
CheckoutChamp
Everflow
SendGrid
Shopify
Sticky
Stripe
Telegram
Trackdesk
Zapier
Who Are You?

Four audiences. Four distinct entry points. Find yours.

AI-Assisted Development

How AI Builds Production Software

What ships, what breaks, and what it costs. Validated across 596K lines of code and 10 production systems.

Read the Research
Business Operator Infrastructure

Own Your Infrastructure

Lead systems, SaaS displacement, and owned technology for operators who are done renting.

See the Builds
PE / Executive

The Evidence

Git-verified metrics, audited costs, and build economics for decision-makers evaluating AI-enabled operators.

View Case Studies
DTC / Performance Marketing

Scale Without Burning It Down

Attribution, retention, and portfolio discipline for DTC brands scaling from $100K to $2M/month.

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The Foundation

18+ years of execution density.

Ten disciplines. Each at production depth. All compounding inside one operating company.

Direct Response
Performance marketing at institutional scale
$75M+
Full-Stack Engineering
10 production systems, deployed & revenue-generating
596K LOC
E-Commerce
Subscription + one-time, multi-processor, churn & LTV
60K subs
Lead Generation
Multi-vertical, multi-buyer, compliance per vertical
12 verticals
Affiliate & Network
Both sides — running offers and managing affiliates
Multi-CPA
International Ops
Dual currency, compliance, payment rails, partnerships
US + ZA
Product Development
Zero to market — pricing, positioning, packaging, fulfillment
20+ brands
Unit Economics
P&L across entities, revenue attribution, AOV/LTV modeling
Multi-entity
Business Formation
Entity structure, merchant accounts, processor relationships
6 entities
AI-Native Development
Pioneering CEM — documented, systematized, with evidence
$65K vs $2.9M
Sequentially, these disciplines represent 41–64 years of professional experience. Compounded inside Stealth Labz, they operate as 18+ years of execution density — and the reason one operating company does what normally requires 8–15 specialists.
The Method

The Compounding Execution Method.

CEM is the operating system behind every system in the ecosystem. 11 mechanisms and a tactical escalation chain — AI-native, compounding-first, validated in production.

13.4×
Output Multiplier
Output compounds with each system shipped
12.1%
Product Bug Rate
Quality maintained as velocity scaled
116d
Full Ecosystem
10 systems to production
5 days
Fastest MVP
Concept to production deployment
$65K
Actual Build Cost
vs $795K–$2.9M replacement value
What it does
CEM turns 18+ years of compounding expertise into a repeatable execution system. It's how 596K lines of code shipped in 116 days at a 12.1% product bug rate — and how one operating company builds and runs what traditional companies staff 8–15 specialists to handle. Three books. 38 technical papers. 15 case studies. All of it documented from production.
Why it matters
The method isn't theoretical. It's extracted from the work — validated across every system in the ecosystem. $795K–$2.9M in proprietary software built for $65K. The ecosystem is the proof CEM works.
Explore the Full Method Get the Trilogy
From the Build

From the Build

Technical papers, case studies, and field analysis — documented from production.

White Papers

38 Papers. Every Mechanism Documented.

The Compounding Execution Method documented paper by paper. Foundations, mechanisms, applications, toolkits.

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Case Studies

23 Git-Verified Builds.

Real LOC counts, real timelines, real cost reductions. Every build financially audited.

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Topics

186 Articles. 8 Topics. 4 Audiences.

Deep dives, FAQs, and pillar guides organized by who you are and what you're building.

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