The Iron Man suit for the American worker.

RigidAI is JARVIS. The worker is Tony Stark. Every pillar of the Kavanagh Industries ecosystem is a component of the suit — it doesn't replace human judgment, it gives capabilities no unassisted human could have.

The Suit Components
Market Opportunity

The market is enormous. The sovereign gap is real.

CNC Machine Market
$115B
Global CNC machine market (2024). North American segment ~$22B. RigidCore addresses the sub-$150K shop floor machine gap.
Industrial AI & Motion Control
$18B
AI-enabled motion control and industrial software market (2025). RigidPulse targets the retrofit segment — 2M+ legacy CNC machines in North America.
Sovereign Data & Industrial IoT
$110B
Industrial IoT and manufacturing data platform market. RigidVault addresses the 0% of manufacturers who currently own their machine data sovereignty.
Skilled Trades Training
$52B
Vocational and skilled trades training market. 600,000+ unfilled manufacturing jobs in the US. RigidUniversity targets credential-to-hire pipeline.

Market figures sourced from Grand View Research, MarketsandMarkets, and Mordor Intelligence 2024–2025 reports. KI addresses overlapping segments across all four markets simultaneously through its unified platform architecture.

Six systems. One operator. Unlimited capability.

🧠

The Brain

RigidPulse + RigidAI

AI motion control and predictive intelligence. Sees chatter before it happens, adjusts feeds in real time, speaks plain English.

👁

The Senses

RigidSense + RigidAero

Seven sensor types plus drone and LiDAR scanning. The suit sees vibration, temperature, acoustics, power — everything the operator can't feel.

💪

The Muscle

RigidCore + RigidDrive

Patent-pending composite beam CNC machines with true BLDC servo motors. The physical power to cut anything from foam to steel.

🗃

The Memory

RigidVault + Digital Birth Certs

Sovereign Michigan-hosted storage. Every scan, every design, every part gets a forensic Digital Birth Certificate — legally defensible proof of origin.

🤝

The Network

RigidFlow + RigidReserve

Zero-knowledge job matching and distributed material intelligence. Connects the worker to the global economy without exposing their IP.

🛡

The Armor

RigidTrust + RigidRoyalty

Nine Bills of Rights, consent-based data, quarterly royalties. The armor protects the worker's dignity, data, and livelihood.

Live Traction

Early. Real. Growing.

1
Paying Customer
RigidVault Explorer live since February 2026. Nursing director, senior care sector — first strategic beachhead in RigidHealth.
$60
ARR — Live Today
Revenue model validated at the lowest tier. The platform, the vault, the payments, the customer relationship — all working in production.
14
Pillars Built
15 Michigan registered trade names. 5 patent filings — 3 GM co-inventions + 2 KI filings. Full sovereign infrastructure operational. Engineering consulting billable now.

This is a pre-seed company with a live product, a paying customer, and a patent on file. We are not seeking capital to validate the concept — we are seeking capital to scale what is already working.

The Ecosystem Flywheel

More Nodes More Data Smarter AI Better Matching More Revenue More Nodes

Every RigidPulse installation generates sensor data. Data trains RigidAI. AI improves motion control and matching. Better outcomes attract more participants. The flywheel accelerates with every node added.

Five-Layer Competitive Moat

01
Consent-Based AI

Only trains on opted-in data with royalties.

02
Michigan-Sovereign Storage

No foreign cloud. KI-managed Michigan hardware. Your data.

03
15-Pillar Network

No competitor has the full stack.

04
Cultural Constitution

Nine Bills of Rights. Culture can't be cloned.

05
TACOM Proximity

5 miles (8 km) from the Detroit Arsenal.

Why We Win

The moat is not the machine.
The moat is what the machine knows.

A RigidPulse Node that has been running on a Haas VF-2 for 18 months knows things about that specific machine that no competitor can buy, copy, or reverse engineer. It knows its vibration signature at 8,000 RPM in aluminum. It knows the thermal drift pattern on the Z-axis on cold mornings. It knows the chatter threshold for a specific tool in a specific material run by a specific operator.

That knowledge compounds. Every cycle adds to it. Every tool change refines the wear prediction model. Every scrap event sharpens the chatter detection threshold. The longer the Node runs, the better it gets — and that improvement belongs to the shop, not to us, not to anyone else.

At the platform level, anonymized pattern data from every connected Node makes the base model smarter for every new Node that joins. A shop in Macomb County benefits from what a Node learned in a shop in Wichita. Network effects on machine intelligence — owned locally, improved collectively.

The same logic holds for heritage. A family that has been building their RigidVault for three years has a sovereign archive that is genuinely irreplaceable. The switching cost is not software — it is the three years of organized, AI-curated family history that lives inside.

Data sovereignty is the wedge. Compounding machine intelligence is the moat. The longer a customer is in the ecosystem, the more valuable the ecosystem becomes — and the less rational it is to leave.

Investor Access

Ready to go deeper?

Full financial projections, cap table, and product roadmap are available under NDA. We respond to investor inquiries within 1 business day.

Request NDA + Deck → Schedule Discovery Call →

shaun@kavanaghind.com  ·  Clinton Township, Michigan  ·  USPTO Provisional #63/991,057

Related Pages
Why Sovereignty — The Full Argument
See the ecosystem roadmap →
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