AI & Intelligence

AI that turns equipment data into decisions.

Behind the portal works a fleet of focused AI agents. They don't just show you charts — they tell you what's wrong, who to send, what to order, and how the plant is really running. This is how we make industrial equipment think for itself.

AI recommends — your team decides Per-customer data isolation Built on Google Cloud
The agent fleet

Five agents, one job: get you to the right action faster

Each agent handles one part of keeping your equipment running. Together they take you from a signal on a machine to a decision your team can act on — in plain language.

Diagnosis

Machine Health Agent

Watches every monitored asset and explains, in plain language, what's going wrong and what to do about it.

You get: a clear verdict per machine — the likely problem, how urgent it is, and the recommended next step.
Coordination

Smart Dispatch Agent

Turns a recommendation into a plan — matching the right person to the right machine at the right time.

You get: a draft dispatch plan — the right technician matched to the right asset, scheduled around shifts and priority — ready for your approval.
Preparation

Parts Assistant

Works out what a repair needs and prepares the parts and orders ahead of time — so the fix isn't waiting on a shelf.

You get: the right parts ready before the job. It only ever prepares — a person approves every order. It never spends money on its own.
Reporting

Executive Reporting Agent

Pulls together everything that happened across your equipment and writes it up for the people who don't have time to dig.

You get: a clear summary leadership can read in a minute — what's healthy, what needed attention, and what it saved.
Whole-site insight

Plant Intelligence Agent

Looks across your whole site and fleet — not one machine at a time — to surface patterns no single asset would reveal.

You get: trends and outliers across lines and sites — where waste, risk, and opportunity are really concentrated.

They work as a team

A health verdict can hand off to dispatch, which can ask the Parts Assistant to prepare what's needed — each step visible to your team, none of it acting without your say-so.

How the intelligence builds up

Every machine builds its own memory

It starts working on day one: a photo of the nameplate gives the platform a physics-based baseline immediately — then the Equipment Passport grows with every hour, fix and decision, and the recommendations only get sharper.

It learns what "normal" looks like

It starts with physics, then learns — a nameplate-based baseline on day one, refined into this exact machine's own "normal". No waiting for failure history.

History stays with the asset

Alerts, actions, and repairs are remembered — context that informs the next decision.

Recommendations sharpen over time

More history means earlier warnings and more confident, more specific advice.

Equipment Passport · illustrative
Install
Physics baseline from the nameplate photoMonitoring and learning from day one
Month 2
Early trend noticedSubtle change flagged for the team to watch
Month 5
Service performed & loggedRepair recorded against the asset's history
Today
Confident recommendationsAdvice tuned to this exact machine's past
Recommendation confidenceImproving
Where this is going

From monitoring today to AI-assisted operations tomorrow

We start by making machines visible, then advise, then help operations act — always with your team in control of every step.

Live today
Today

Monitoring + Recommendations

Real-time equipment health, energy visibility, and AI recommendations — what to fix, when, and why.

Tomorrow

Agents acting

AI agents schedule the work, stage the parts and write the reports — with your approval in the loop.

Future

AI-assisted operations

The fleet coordinates maintenance, dispatch and reporting end to end — with people approving the calls that matter.

Responsible & in your control

Powerful AI, on your terms

The agents are built to assist your people, not replace their judgment — with clear limits on what they can do and strong protection for your data.

AI recommends — humans decide

Agents prepare options and advice. Your team approves the actions that matter, including any order or spend. The AI never spends money on its own.

Your data stays yours

Each customer's equipment data is kept isolated. Your machines' history powers your recommendations — and only yours.

Built on Google Cloud

The platform runs on Google Cloud's secure, enterprise-grade infrastructure, with your data hosted in your chosen region.

We don't train foundation models on your data

Your operational data is used to serve you. We do not use it to train general-purpose AI models.

See IoT Octopus on your equipment

Book a 20-minute demo or deploy on your most critical asset.