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Manufacturing AI system showing production optimization and recurring revenue dashboard
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Manufacturing · the systems play · $5M–$100M rev

Stop shipping pieces. Sell the system.

You sell good hardware — but your buyers want an outcome, not a part. Every quote that drags, every spec buried in email, every product that ships without the software around it is margin walking out the door. RIG builds the system layer on top of what you already make — so the same product earns more, on a recurring line.

Put me on your problem →

02 · how you make money

Three places the money actually moves.

The product becomes a system

Wrap your hardware in governed AI — monitoring, scoring, scheduling — and a $X part turns into a $X + recurring-service line. New revenue from the install base you already own.

Margin stops leaking to paperwork

Quotes, RFQs, specs, and submittals get drafted and routed automatically. You quote faster, win more, and stop paying senior people to chase email.

The floor runs leaner

The deterministic, repeatable work — planning, QC paperwork, reorder — gets automated and audited. Throughput up, overtime down, nothing shipped on hope.

It compounds

We don't hand you a pilot and leave. The system gets built out quarter over quarter — more of your product line, more recurring revenue, a moat your competitors can't copy fast.

03 · the play

Same sequence, every time.

No science project. The exact audit → ship → install sequence that took a $60M manufacturer from 21% to 78% margin.

— 01

Audit

We map where margin leaks and where a product could become a system. A scored opportunity list, signed off — not a slide deck.

— 02

Ship one engine

One governed automation or one product-as-system, in production in 90 days — measured against a real number, not a demo.

— 03

Install the discipline

Governance, the operating model, and the team training stay behind — so the gains hold and the next engine ships faster.

04 · the receipt

— flagship · a $60M manufacturer · anonymized

One product line, rebuilt as a system.

$510k → $1.8Mproduct revenue
21% → 78%margin
90 daysto live, governed

05 · the next move

Let's find your system.

Tell me what you make and where the margin's leaking. It goes straight to my inbox and I answer it — no funnel, no scheduling links.

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