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Kernopy · for factories and buildings

The AI platform for industry.Built on your data.

Kernopy attaches to the factories and buildings you already run. It reads every controller, meter and building system, gives each value one meaning, and shows your team what to fix next.

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01 / 07

Every site already runs.

Presses, CNCs, compressors on one side of the road. Chillers, cooling towers and air handlers on the other. Each one has a controller and a screen of its own.

Six vendors. A BMS that only controls. A spreadsheet that fills the gaps on Fridays.

02 / 07

The problems are already there. Nobody sees them.

Compressor 2Runs unloaded 38% of the night.
Air plant
Press 3Cycles 9% slower than last week.
Line 2
Chiller 2Works 24% harder for the same cooling.
Plant room

The data exists in every controller. It never reaches a person in time.

03 / 07

Kernopy attaches to what you have.

A small edge gateway sits next to your existing PLCs, meters and BMS and reads them in their own protocols.

No rewiringNo new controllersKeeps reading offline

Modbus TCP and RTU · OPC UA · Siemens S7 · BMS points · hardwired I/O through PLCs

04 / 07

Every signal gets one name.

Register 40017 on one controller and point AI-3/12 on another become measures everyone understands.

Raw signalNamed measureUnit
Modbus40017chiller_2.power_kwkW
S7DB12.DBW4press_3.cycle_ss
BMSAI-3/12ahu_2.supply_temp°C
Chiller 2Centrifugal chiller
SpaceTower B › Plant room
PeersChiller 1, Chiller 3
Measures14 live
05 / 07

Your site becomes readable.

Every machine and floor shows how well it is working, live, against its twins and its own best.

Runs leanRuns heavy

Energy per part on the factory floor. kW per ton in the plant room. Same model, same screens.

06 / 07

Kernopy AI tells you what to do next.

Kernopy AIHigh
Chiller 2 uses more power than its twins.

Its condenser tubes look fouled. Approach is up 2.1 °C and it draws 0.78 kW/TR against 0.62 for Chiller 1 and 3.

−0.15 kW/TRafter cleaning the tubes
Create work orderWhy?Dismiss

Kernopy raises the work order, sends it to the right team, and checks the result once the job is done.

07 / 07

One model under everything you build next.

Dashboards, reports, alerts and AI all read the same governed data. Add the next line, the next building, the next use case, without starting over.

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LiveFoundry · Control HubTower A · 18 devices
› Foundry › Screens › Control Hub
FACILITY

Control Hub

Live · Updated 15 s ago · Facility and plant overview
Tower A (G+3) ⌄Today ⌄
2 alarms2-West overcooling · 14 minChiller-2 COP below optimum · 14 minView ›
Power now
129kW
81% of 160 kW contract demand
Peak 142 kW at 14:10
Energy today
29kWh
↓ 6% vs yesterday
Plant efficiency
0.70kW/TR
Target ≤ 0.65 kW/TR (lower is better)
Target ≤ 0.65 · 8% above
Comfort
94%
Share of zones in their comfort band
5 of 6 zones in band
Building powerToday vs yesterday · kW
CurrentPreviousContract demand 160 kW
What Kernopy is

Kernopy is the operating layer for industrial operations, connecting every machine on the floor. It turns raw signals into a live plant model and puts AI to work on it. Works with your existing systems. No rip-and-replace.

Our partners

The companies and tools Kernopy is built with.

  • Microsoft
  • RabbitMQ
  • VerneMQ
  • Kubernetes
  • MQTT
  • Go
  • Rust
  • Python
  • React
  • PostgreSQL
  • Timescale
  • Grafana
  • Prometheus
  • Parquet
Components

Kernopy has four components. One data model underneath all of them.

Edge gets the data. Core gives it shape. Foundry runs the site on it. Studio lets anyone build on top of it.

Edge

every controller.
even offline.

See it work →
Core

every tag.
one meaning.

See it work →
Foundry

every asset.
one screen.

See it work →
StudioSoon

describe it.
get a dashboard.

See it work →
Kernopy AI

Telemetry without context is just noise.

Every site already has the data. Kernopy puts each reading in its place with Spaces: site, building, floor, zone and asset. Kernopy AI runs on that context, so its answers make sense.

01Raw telemetry
Thousands of readings. No meaning.
Registers, points and tags, straight off the controllers.
02Spaces
Every reading gets a place.
Green Park Business Centre
Tower A
Floor 2
2-West · Meeting rooms
AHU-2zone 21.5 °C
Occupancyempty 6 h
The same tags, now an asset, in a zone, on a floor, with units.
03Kernopy AI
Answers you can act on.
Why is 2-West so cold?

Occupancy setbackAHU-2 setpoint 23 → 26 °C−4.2 kW
It knows which room, which unit and who is in it.
Inside Kernopy

The screens your team will use every day.

Foundry for the people who run the site. Core for the people who connect it. Pick a screen.

Foundry
Core
Edge
Extensions and integrations

Connect to the workflows and systems you already run.

No lock-in. Kernopy plugs into the tools your team uses every day. Switch any of them off, and your data stays where it is.

SAPERP · production counts and work ordersConnected
Power BIAnalytics and reportingConnected
ExcelSpreadsheets and data filesConnected
Microsoft TeamsDelivery and approvalsConnected
WebhooksReal-time events and triggersConnected
SalesforceCRM · customer and service recordsConnected
SFTPSecure file transfer for auditorsConnected
Modbus TCPPLCs, meters and drivesReading
OPC UAControllers and SCADA serversReading
Your next toolSwitch tools any time. The data model stays.Open slot
KernopyOne data model in the middle
9 connected
To the tools you useFrom the floor
Local and global

Works on your data. Gets sharper with others.

Local
Your data, your site.

Works on your data alone from day one. In our cloud, on your servers or offline.

Global · opt-in
A shared, anonymised pool.

Compare with similar sites and spot problems sooner. Each new site makes it smarter.

The problem

The loss you can't see
is the loss you can't fix.

Every hour of unplanned downtime is margin walking out the door. Most plants only see it after it has happened.

  1. 01
    Unplanned downtimeFailures show up when the line stops. Never before.
  2. 02
    Energy wasteLoad, idle time and drift that no dashboard is watching.
  3. 03
    Scrap and reworkBad batches caught at QC, not at the machine that caused them.
  4. 04
    Manual reportingCompliance and audit packs pulled together by hand, days at a time.
$4–6M
left on the table by a single mid-sized site, every year.Illustrative range from our furnace deployments. Validated for your site, never assumed.
How Kernopy helps

Nothing ripped out.
Everything connected.

Kernopy works next to the systems you already run. It connects every machine, builds a live model of the plant and puts AI to work on that data.

  1. 01
    See the invisibleKernopy AI reads live readings in context and shows the energy, scrap and downtime nobody measures today.
  2. 02
    One live viewOperators and engineers work from one source of truth instead of a dozen tools.
  3. 03
    Governance on demandCompliance and audit reports straight from verified operating data.
  4. 04
    Cheaper with every siteEach new site or use case costs less than the last.
Who Kernopy is for

Factories and smart infrastructure, all over the world.

From one production line to a portfolio of buildings. If it has machines, meters or a BMS, Kernopy can make its data usable.

Dotted world map with factories and buildings Kernopy serves
ManufacturersProcess and discrete plants

Plants with legacy PLCs, many machine vendors and OEE still kept in spreadsheets.

Heat treatmentChemical batchFood & pharmaAuto & electronics
Equipment makersOEMs going connected

Builders of furnaces, compressors, chillers and machinery who want remote monitoring and service models.

Furnace OEMsMotors & compressorsHVAC & chillers
Smart infrastructureBuildings, campuses and data centres

Sites where the BMS only controls, systems don't talk, and ESG reporting keeps growing.

Office campusesData centresHospitals & universitiesIndustrial parks
Why do you need Kernopy

Every stop, every wasted kWh, costs you. Kernopy finds it live, on what you already run. See it on your site. Book a walkthrough.