Operational Decision Intelligence™
Critical decisions shouldn’t depend on having the right expert on site
Operational Decision Intelligence™ makes expert-level judgment available on every machine, predicting consequences, assessing risk, and guiding decisions in real time.
Built for real-world systems • Runs at the edge • Designed for reliability
The expert isn’t there. And that’s not changing.
Knowledge is walking out the door.
Experienced operators and engineers are retiring, taking decades of judgment with them often undocumented and unrecoverable.
New hires know procedures. They don’t yet understand consequences — how failures develop and what happens next.
The people replacing them aren’t ready.
The machines are where help can’t reach.
Remote sites. No connectivity. No expert nearby. Just the operator, the machine, and a problem getting worse.
That’s not a maintenance problem. It’s a knowledge problem.
Unplanned downtime can cost up to $260,000 per hour (Siemens) and reduce production capacity by 5–20% (McKinsey)
Failures don’t happen in isolation.
A hydraulic pressure drop isn’t one event — it’s the start of a chain. An experienced engineer knows what follows. A threshold alert doesn’t.
AI is transforming industrial operations.
Trust requires expert-level reasoning.
The right decision depends on context.
Configuration, history, current load — the same signal can mean different things. This isn’t a rule you can look up. It’s judgment built over years.
A wrong decision has consequences.
In remote environments, a misdiagnosis doesn’t just delay repair. It creates safety risks, secondary failures, and escalating cost.
The cloud isn’t always there.
Most AI assumes constant connectivity. Critical decisions happen where that assumption breaks — remote, mobile, and secure environments.
The problem isn’t a lack of data.
It’s a lack of judgment.
What if that judgment never had to leave?
Novula captures how experienced engineers think, how systems interact, how failures develop, and what’s safe under which conditions, and makes that reasoning available directly on the machine.
Not alerts. Not thresholds. Real decision support, available when it matters.
For the Operator facing an unfamiliar failure.
Guided actions that understand the full system — hydraulics, electrical, powertrain, and controls. Not a manual. A thinking partner.
For the New Hire on a remote site.
The judgment of a 20-year expert, accessible from a tablet — helping them make the right call under pressure.
For the Technician diagnosing complex faults.
Recommendations that account for configuration, history, and what happens next — before the wrong step is taken.
Novula doesn’t replace operators. It makes sure they’re never making critical decisions alone.
How Operational Decision Intelligence™ works
Operational Decision Intelligence™ combines domain-specific reasoning models with real-time machine context to evaluate what actions will lead to before they happen.
It doesn’t just interpret signals. It predicts consequences and guides safe decisions in complex systems.
Domain-specific reasoning
Built for systems like hydraulics, electrical, and powertrain capturing how failures develop, not just how they appear.
Context-aware decision logic
Combines configuration, history, and live signals to evaluate what’s happening and what will happen next.
On-machine execution
Executes directly on equipment, without relying on cloud connectivity delivering decisions instantly, even in remote environments.
From signal → to situation → to predicted outcome → to safe action
Building the reasoning layer for industrial systems
Novula is a Seattle-area industrial AI company building domain-specific reasoning models for real-world systems.
We work with OEMs and partners to bring expert-level decision support directly to machines — where reliability, safety, and downtime matter most.
Focused on real systems
Hydraulics, electrical, and powertrain systems — where failures are complex and consequences are real.
Built for edge environments
Designed to run directly on machines, without relying on constant connectivity.
Partnering with industry
Working with OEMs and system integrators to bring domain intelligence into real operations.
This is Operational Decision Intelligence™ in practice.
We work with OEMs and operators to deploy domain-specific reasoning models directly on real systems.
Tell us about your use case — we’ll come back with how this would work on your machine.
Bring expert reasoning to your machines
Start with a pilot or use-case discussion.
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USA • Delaware C-Corp
© Novula Inc. All rights reserved.
Seattle-area industrial AI company building
domain-specific models for physical systems