RETROFITWITHAI

Don't Replace It.
Upgrade It.

Connect existing equipment to AI without replacing the machine.

SENSORS → IoT → CLOUD → AI

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How the data gets out

MACHINE untouched SENSOR or existing port GATEWAY outbound only CLOUD + AI our own servers The machine keeps running. If this layer stops, it does not.

No machine replacement. No control system replacement.

We add an independent intelligence layer around your existing equipment.

YOUR MACHINE Its own controller Its own cycles Its own certification UNCHANGED Nothing is modified inside reads only RETROFITWITHAI LAYER Sensor · Gateway · Cloud · AI Added alongside, never inside IF THIS STOPS the machine keeps running
  1. Existing machineStays exactly as it is. Its own controller, its own cycles, its own certification.
  2. External sensor or existing portWe read what the machine already produces, or add a probe outside it.
  3. GatewayCollects, converts and forwards. Outbound only.
  4. Cloud and AIStorage, analysis, alerts and reports.

The original machine continues to operate independently. If our layer stops, the machine does not.

The sites nobody quotes for

A thirty-bed hospital has the same vaccine refrigerator as a university hospital. The same autoclave. The same cold room, the same incubator, the same oxygen concentrator. It carries the same regulatory obligations, and it faces the same consequences when a compressor fails on a Friday night.

What it does not have is a supplier willing to make the trip. Tenders for small facilities go out and come back empty. Not because the need is smaller, but because the volume does not justify a project team, a site survey and a three-week installation.

Why a retrofit changes that calculation

What is installed is a set of sensors, a gateway and a subscription. That is within reach of a local company that already services the equipment — and it is the reason a facility too small for a supplier is not too small for us.

Who ends up served

District and county hospitals. Private clinics. Dialysis units. Laboratories. Pharmacies and vaccine depots. Veterinary practices. Nursing homes. Any site whose equipment is exactly as critical as a large hospital's, and exactly as unattended.

This is not a discount version of a large-hospital product. It is the same platform, the same thresholds, the same records — delivered through a route that a small site can actually buy.

Sectors we work in

Connect almost any machine

Where the equipment already exposes data, we read it through the interface the manufacturer provided.

No interface at all? External sensors are fitted around the machine instead. Nothing inside it is modified.

Send data from anywhere

The link out of the site is chosen after measuring what actually works there, not before.

Radio equipment must be type-approved in the country where it is installed. We only supply what is approved for your market.

Four ways a machine gets connected

Which one applies depends on what your equipment already exposes and what the site allows.

A. No data output at all

Machine → external sensor → RS-485 → edge gateway → cloud → AI

Older equipment with no port. A probe is fitted outside the machine and reads what it does without touching it.

B. Existing controller

Legacy PLC → Modbus RTU → gateway → MQTT over TLS → cloud → AI

The machine already speaks a field protocol. The gateway polls it in read-only mode and forwards the values.

C. Several machines, no cabling possible

Sensors → LoRaWAN → gateway → internet → AI

Equipment scattered across a site. One gateway collects many low-rate sensors over long distances.

D. Analogue signal only

PT100 → transmitter → RS-485 / Modbus → gateway → cloud → AI

A raw sensor output is converted into a digital reading before leaving the machine room.

Radio links are only proposed where the equipment is type-approved for that country. Wired chains carry no such constraint.

One platform, one sensor chain

The same measurement chain serves every programme. What changes is the sensor set and the thresholds.

Sensors and signal converters carry no radio transmitter, so they need no type approval anywhere. Only the gateway does.

From machine data to decisions

MONITOR readings DETECT deviations PREDICT trends ALERT notifications REPORT records OPTIMISE energy Time-series statistics on the behaviour of your specific machine.
  1. MonitorContinuous readings from equipment that previously told you nothing.
  2. DetectDeviations from the normal behaviour of that specific machine.
  3. PredictDegradation trends that precede a failure.
  4. AlertEmail and API notifications when a threshold or a pattern is crossed.
  5. ReportAutomatic records, exportable for audits and quality reviews.
  6. OptimiseEnergy use, maintenance intervals and process settings.

Anomaly detection and failure prediction run on time-series statistics, not on a language model. The analysis stays on our own infrastructure.

Retrofit programmes

Every site is different

Signal coverage, protocol, distance to the panel and the number of machines all change the answer. Tell us what you run and we will tell you what is possible.

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