How is OEE (Overall Equipment Effectiveness) calculated?

OEE = Availability × Performance × Quality. The system tracks each component automatically from live machine data: Availability measures uptime versus planned production hours; Performance compares actual execution speed to target cycle speed; Quality counts good output versus total parts produced. The result is a single, real-time OEE percentage per machine, per line, or across your entire plant.

What is a good OEE score, and what should we target?

Industry benchmarks consider 85% OEE as world-class. Most manufacturing plants start between 40%–60% when they first begin tracking OEE accurately. A realistic first-year goal for most of our clients is to move from their baseline to 70%+ by addressing the top two or three loss categories identified by the system.

How long does it take to see the first OEE data?

Typically 2–5 working days from hardware installation to your first live OEE dashboard. Our 8-week pilot programme is structured to give you baseline OEE data in Week 1, root-cause analysis in Weeks 2–4, and a measurable improvement target by Week 8.

What happens during network or cellular outages?

Our gateway contains an integrated SPI Flash buffer, storing all machine telemetry records locally during any connectivity interruption. When connection is restored, buffered messages are published automatically — preserving your OEE dataset with no manual intervention and no data gaps.

Can the system track downtime reasons and shift-level OEE?

Yes. The platform supports configurable downtime reason codes (planned, unplanned, changeover, maintenance, etc.) and can segment OEE by shift, operator team, machine, or production line. This shift-level visibility is essential for identifying which specific period is dragging down your overall score.

Does this integrate with our ERP or MES?

Yes. The cloud platform exposes a REST API and supports standard webhook event streams, allowing production counts, downtime events, and OEE scores to be pushed into SAP, Oracle, or custom MES systems. We also support manual CSV export for smaller operations that are not yet on a full ERP.

Is telemetry data secured?

Absolutely. The gateway hardware incorporates a dedicated secure element chip to encrypt telemetry payloads and authenticate all TLS connections. Data is transmitted over MQTTS (port 8883) and stored in encrypted cloud repositories (AWS or Azure). No unauthorized entity can read or inject machine data.

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Industrial Machine Monitoring Software Development

OEE & Machine Monitoring System

Connect legacy and modern manufacturing machines to a centralized cloud dashboard. Track OEE (Availability, Performance & Quality) in real-time, detect anomalies before critical failures occur, and reduce unplanned downtime by up to 40% — without touching a single line of PLC code.

Request Technical Demo Launch OEE Calculator

MachineOS v1.4

SYSTEM OK

Active Lines

12 / 12

Avg OEE

91.4%

Active Alerts

CNC Milling Machine 04

Vibration: 2.1 mm/s | Temp: 58°C

96.2% OEE

State: Running

Hydraulic Press 12

Temp: 84°C (Limit: 80°C)

82.5% OEE

Alert: Overheating

Injection Molder 08

Pressure: 0 bar | Temp: 24°C

0.0% OEE

State: Planned Off

Industrial Telemetry Stack

System Capabilities

Standardize operations with multi-machine tracking, protocol translations, and diagnostic interfaces.

Real-Time OEE Tracking

Calculate Overall Equipment Effectiveness (OEE = Availability × Performance × Quality) automatically using live data from production lines. Detect micro-stops, speed losses, and quality defects the moment they happen — not hours later in a spreadsheet.

Legacy Machine Compatibility

Monitor OEE on machines from any era — no PLC code changes, no equipment replacement. Communicates natively via Modbus RTU/TCP, CANopen, OPC UA, and custom serial protocols through ruggedized, optically-isolated gateways.

Predictive Alerts & Anomaly Detection

Set threshold-based alerts or enable ML anomaly detection to catch performance degradation before it collapses your OEE score. Receive instant notifications via SMS, email, or webhook — addressing failures before they become unplanned downtime.

Non-Invasive, Safe Deployment

Deploy OEE monitoring without stopping production or modifying your control systems. Optically-isolated gateway interfaces read machine telemetry in a read-only mode, shielding controllers from electrical noise and ground loops. Zero risk to existing PLC programs.

Historical Logs & OEE Auditing

Store minute-by-minute diagnostic data locally on the gateway edge or stream it into secure cloud repositories. Track OEE trends over time, identify recurring Six Big Loss patterns, and build a longitudinal dataset that powers root-cause analysis and shift-by-shift benchmarking.

Custom Factory Adaptors

No two factory floors are identical. We design customized sensor boards, carrier configurations, and enclosures matched to your specific machinery. Whether your plant runs CNC mills, injection molders, hydraulic presses, or conveyor lines — every machine contributes to your OEE score and gets monitored.

Hardware-to-Cloud Pipeline

Seamless Gateway Routing

The architecture bridges legacy shop floor sensors directly to high-availability dashboards without complex infrastructure. Our hardware nodes read, isolate, and route messages safely. For mobile asset and worker geofencing, see our Industrial RTLS & Lone Worker Tracking.

Optically isolated RS-485 / Modbus communication interfaces.
Hardware security element storing credentials locally.
MQTT/JSON payload transmissions with automatic cellular fallback.

Request System Architecture Sheet

Edge-to-Cloud Architecture

Legacy PLCs / Sensors

Communicating over Modbus, CANopen, or standard analog output.

AdaptNXT Rugged Gateway

Optically-isolated interface + local caching + secure cryptography element.

Cloud Dashboard / REST API

Real-time alerts, metrics database, and interactive visual interface.

Technical Delivery FAQ

Frequently Asked Questions

Everything you need to know about our Industrial Machine Monitoring System, non-invasive retrofits, and edge telemetry protocols.

Have a specific machine protocol constraint?

Our IIoT engineers can evaluate your PLC interfaces, sensor harnesses, and plant network topology directly.

Ask an IoT Architect directly

Yes — this is one of our core differentiators. We install optically-isolated edge gateways that read Modbus RTU/TCP, CAN-bus, or analog sensor signals in a completely read-only mode. Your existing PLC programs, safety interlocks, and control logic are never touched. Most deployments go live within days without any production shutdown.

Direct Engineering Scoping

Talk Directly to an Industrial IoT Architect

Book a zero-pitch, 20-minute engineering session to review your CNC/PLC inventory, validate Modbus/OPC-UA edge gateway wiring, and map out your plant-floor telemetry pipeline.

Plant-Floor Telemetry Consultation

Schedule Your Machine Monitoring Review

Skip the sales deck. Speak directly with an industrial IoT engineer about your machines, PLCs, and edge gateway rollout.

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Mutual NDA Protected • Zero Line Interruption (Shadow-Mode Pilot) • Calendar Invite Attached

OEE & Machine Monitoring System

System Capabilities

Real-Time OEE Tracking

Legacy Machine Compatibility

Predictive Alerts & Anomaly Detection

Non-Invasive, Safe Deployment

Historical Logs & OEE Auditing

Custom Factory Adaptors

Seamless Gateway Routing

Edge-to-Cloud Architecture

Legacy PLCs / Sensors

AdaptNXT Rugged Gateway

Cloud Dashboard / REST API

Frequently Asked Questions

Have a specific machine protocol constraint?

Can this system monitor legacy machines without changing PLC code?

How is OEE (Overall Equipment Effectiveness) calculated?

What is a good OEE score, and what should we target?

How long does it take to see the first OEE data?

What happens during network or cellular outages?

Can the system track downtime reasons and shift-level OEE?

Does this integrate with our ERP or MES?

Is telemetry data secured?

Talk Directly to an Industrial IoT Architect

Schedule Your Machine Monitoring Review

Select Date & Time

Your Project Details

You're on Our Calendar!

Stop Guessing. Start Automating.

OEE & Machine Monitoring System

System Capabilities

Real-Time OEE Tracking

Legacy Machine Compatibility

Predictive Alerts & Anomaly Detection

Non-Invasive, Safe Deployment

Historical Logs & OEE Auditing

Custom Factory Adaptors

Seamless Gateway Routing

Edge-to-Cloud Architecture

Legacy PLCs / Sensors

AdaptNXT Rugged Gateway

Cloud Dashboard / REST API

Frequently Asked Questions

Have a specific machine protocol constraint?

Can this system monitor legacy machines without changing PLC code?

How is OEE (Overall Equipment Effectiveness) calculated?

What is a good OEE score, and what should we target?

How long does it take to see the first OEE data?

What happens during network or cellular outages?

Can the system track downtime reasons and shift-level OEE?

Does this integrate with our ERP or MES?

Is telemetry data secured?

Talk Directly to an Industrial IoT Architect

Schedule Your Machine Monitoring Review

Select Date & Time

Your Project Details

You're on Our Calendar!

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