Physical AI - For Industrial Manufacturing

Your production lines are running.
Let's help them run smarter.

The Physical AI platform for industrial manufacturing. Univers connects the physical infrastructure behind your operations - production lines, utilities, energy systems, on-site renewables and plant equipment - into one operating layer that surfaces inefficiency, anticipates failure and acts within operator-defined thresholds.

Works with what you already have - Multi-OEM - Vendor-agnostic plant systems - Open API - No rip-and-replace
10:1 ROIOn deployment - 12-18 months payback - Business Impact
30%Equipment efficiency across critical lines - Business Operations Impact
40%Reduced unplanned downtime - 30-90 days ahead prediction - Predictive Operations
Trusted by AESC Envision Nordic Group Limited
The industrial manufacturing problem

Fragmented plants create blind spots. Blind spots cost output, energy and margin.

Four signals every plant, operations and sustainability leader should be able to see across their production network. Most still cannot.

The problem is not a lack of dashboards. It is the lack of one operating intelligence layer that connects the plant, understands cross-line patterns and acts before output, energy or compliance risk escalates.
What you see in the demo

See how Univers would run across your plants.

A focused walkthrough of how Univers connects your existing plant systems, utilities and energy infrastructure - and where the highest-value opportunities sit inside your operations.

Bring your plant context - asset types, lines, energy mix and operating priorities. The walkthrough will show how Univers maps to your current environment, where output, energy and compliance value may sit, and where the immediate value is.

Industrial manufacturing operations team reviewing a production and energy intelligence dashboard
The demo promise

See where Univers connects the plant, not just the dashboard.

Plant, reliability, sustainability and energy teams can review the operating layer before a deployment path is proposed.

Request a live walkthrough
01

Map your plants

Connect Univers to your existing MES, SCADA, historians, CMMS, EMS, OEM portals and on-site renewables - across vendors, lines and sites.

02

Show where fragmentation creates cost

Connect the problem to unplanned downtime, energy waste, quality losses, Scope 3 reporting gaps and plant-level oversight.

03

Walk through how Univers perceives, thinks and acts

Show how the platform ingests operational data, models plant behaviour and acts within governance boundaries.

04

Identify the first deployment path

End with where to start: which lines, asset classes, energy systems and operational outcomes should be prioritised first.

What you bring

Your plant profile, asset mix, energy systems and operating priorities.

What Univers shows

How one intelligence layer can connect, understand and act across plants, lines and energy.

What you leave with

A clearer view of the immediate value areas and likely starting point.

Want to see how this applies to your plants?

See where Univers could connect your lines, energy systems and operating priorities.

Request a live walkthrough
What changes with Univers

One platform. Every plant, line and energy system.

Full plant intelligence across operations, energy and the lines you depend on.

01

Plant Intelligence

From fragmented line dashboards to one operating view.

360+ Industrial AI models deployed across operations
15-30% Reduction in industrial energy intensity through digital optimisation
02

Autonomous Optimisation

The platform does not just surface insights. It acts.

30% Equipment efficiency uplift across critical lines
40% Reduction in unplanned downtime
03

Asset Lifecycle & Cost Reduction

Two biggest controllable lines on your operating budget.

10:1 ROI on deployment - 12-18 months payback
30-90 days Failure prediction window ahead of equipment fault
04

Audit-Grade ESG & Scope 3

Disclosure that survives audit. Without manual data entry.

Scope 1-3 Centralised carbon management with verification-ready compliance reports
By line / by unit Energy and CO2 measured at the point of production, not estimated post hoc
How it works

A single system learns one line.
Univers learns your plant.

Built for leaders running multi-line plants, multi-site operations and connected utilities. Most platforms give you dashboards for one line. Univers connects live operational data, energy signals, asset behaviour and governed autonomy into one operating loop - so decisions move from insight to action across every line. The intelligence does not reset. It compounds.

01 - Perceives

Connect every plant signal.

Univers ingests live data from production equipment, utilities, energy systems, on-site renewables and quality systems - through MES, SCADA, historians, CMMS, EMS and OEM portals. Alongside the contextual signals that shape performance: energy prices, grid signals, weather and production schedules. Across vendors, lines and sites.

02 - Thinks

Understand the plant pattern.

The platform compares line behaviour across the plant and across sites, forecasts energy demand and equipment risk, surfaces inefficiency and prioritises faults by output and cost impact.

03 - Acts

Act within your boundaries.

Univers adjusts setpoints, sequences maintenance, balances utility loads, triggers workflows and captures audit-ready data within the rules, thresholds and approvals your operators define.

Want to understand the platform behind this?

Explore how Univers perceives, thinks, and acts across physical operations - and why the intelligence compounds over time.

Explore the Univers Platform
Built for your operating model

Same intelligence. Different deployment.

Choose the operating model closest to your plant and see the assets, risks and proof points that matter most.

A line that cannot see its own performance in real time is a line losing margin one cycle at a time.

Your lines produce the output. Univers makes sure every cycle earns.

Discrete and assembly manufacturers run multi-line plants across automotive, electronics, machinery, consumer goods, toys and aerospace - where OEE, cycle time, scrap rates and energy per unit all sit on different systems.

Production lines & cellsRobotics & automationPLCs & controllersQuality & inspection systemsUtilities & compressed airEnergy & sub-metering
See plant optimisation across your discrete operations
Discrete & Assembly Manufacturing industrial manufacturing operations
Discrete & Assembly Manufacturing deployment view

A process plant that cannot orchestrate energy, throughput and quality in real time is leaving margin in the kiln.

Your process runs continuously. Univers makes sure it runs efficiently.

Process manufacturers run continuous and batch operations across food & beverage, chemicals, pharmaceuticals, materials, cement and paper - where energy intensity, asset reliability and product quality drive the P&L every shift.

Continuous & batch process linesReactors & kilnsBoilers & utilitiesCompressors & motorsHeat recoveryEnergy & steam metering
See plant optimisation across your process operations
Process Manufacturing industrial manufacturing operations
Process Manufacturing deployment view

A gigafactory that cannot orchestrate formation, quality and energy in real time is a constraint on the energy transition itself.

Your gigafactory powers the energy transition. Univers powers the gigafactory.

Battery and energy storage manufacturers run formation lines, dry rooms, quality systems and high-energy utilities under extreme yield and safety constraints - where every megawatt-hour of energy and every hour of downtime moves the unit economics.

Formation & aging linesDry rooms & HVACCoating & calenderingQuality & traceability systemsHigh-load utilitiesOn-site solar & BESS
See plant optimisation across your gigafactory operations
Battery & Energy Storage Manufacturing industrial manufacturing operations
Battery & Energy Storage Manufacturing deployment view

Ten plants running on ten dashboards is not a network. It is ten plants.

You run ten plants. Or a hundred. Univers runs the intelligence behind all of them.

Multi-site operators and industrial services firms manage geographically distributed plants across markets, regions and product lines - where benchmarking, energy procurement and Scope 3 reporting all sit on different systems.

Multi-plant operationsCross-site benchmarkingNetwork energy managementPlant-level Scope 1-3 reportingCentralised asset registryMulti-region compliance
See network optimisation across your plants
Multi-Site & Industrial Services Networks industrial manufacturing operations
Multi-Site & Industrial Services Networks deployment view
Deployed across automotive, electronics, pharmaceuticals, food & beverage, consumer goods, metals, cement and other industrial sectors. Talk to a manufacturing specialist
Before the walkthrough

Questions clients usually ask first

Clear answers to the questions that usually come before a serious walkthrough.

One conversation

Let's map how your plants can run smarter together.

One conversation. See where Univers can connect your operations, surface immediate value, and support your teams across energy, uptime, output and compliance.

See it in action

See Univers running live across plants like yours. Real lines, real assets, real outcomes.

Start with your plants

Tell us about your operations. We will map Univers to your asset types, line mix, energy systems and regulatory obligations - and show you where the immediate value sits.