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DPlus® — the AI-native industrial operating intelligence platform

One trusted layer that connects real-time plant data, asset context, engineering models, fault knowledge, work orders and AI agents — so your data becomes decisions.

Definition
DPlus® is an AI-native industrial operating intelligence platform. It is the operating layer between raw industrial data and operational decisions — collecting data, giving it industrial context, analysing it with engineering and AI models, and acting through events, work orders, reports and APIs.
DPlus Platform dashboard showing live multi-channel time-series data, asset tree and analysis tools
The DPlus platform — live asset data, analysis and closed-loop actions in one workspace.
How it works

One platform, four jobs

Collect · Contextualise · Analyse · Act.

01 COLLECT

Collect

High-frequency and historical data from PLC, DCS, SCADA, OPC, Modbus, MQTT, IIoT gateways, sensors, databases, files and cloud.

02 CONTEXTUALISE

Contextualise

Link signals to assets, processes, locations, events and object twins, keeping high fidelity and making data reusable.

03 ANALYSE

Analyse

Engineering formulas, mechanistic models, dynamic thresholds, anomaly detection and no-code AI model training.

04 ACT

Act

Dashboards, events, alarms, reports, fault knowledge, work orders, APIs and AI interaction.

Architecture

A five-layer platform with an industrial semantic core

Core logic: data foundation → industrial context → engineering models → AI analysis → closed-loop action.

1
Closed-loop action
Events, work orders, alarms, reports, APIs, recommended actions and enterprise-system integration.
2
Intelligent analysis
System health assessment, anomaly detection, scientific analysis, AI chat and knowledge extraction.
3
Engineering models
Mechanistic models, engineering formulas, calculation models and visual modelling.
4
Context modelling (OODT)
Object twins, asset structure, events, operating conditions, alarms and dynamic thresholds.
5
Data foundation
Data collection, system integration, time-series storage and historian management.
OODT semantic layer

Why AI finally understands the plant floor

OODT is the industrial object semantic layer at the heart of DPlus. It organises equipment, components, measurement points, processes, alarms, events, work orders, documents and knowledge into one unified object network — so AI reasons over equipment structure, operating context, fault mechanisms and business processes, not just isolated tags.

Integrations

Sits on top of your existing systems

DPlus builds an AI operating intelligence layer above your automation and IT stack — no rip-and-replace.

PLCDCSSCADAOPCModbusMQTTIIoT gatewaysHistoriansMESERPCMMSBIAPIsLLMs

DPlus also natively integrates with LLMs, and pairs proactive (predictive) insight with reactive (root-cause) diagnostics. Deployable as Private Compute, an on-premise AI Appliance, or Cloud Service. See our services →

Built on DPlus · on AWS Marketplace

EcoUp — DPlus, packaged for recycling & process manufacturing

EcoUp takes the DPlus engine and packages it as a ready-to-run cloud SaaS for plastic recycling and process manufacturing — three modules (Business, Production, Insight) connecting commercial, production and equipment data for traceability, efficiency and ESG reporting. Cloud-only on AWS, available on the AWS Marketplace. Explore the EcoUp product →

Product FAQ

DPlus questions

What does DPlus do?

DPlus collects industrial data, contextualises it with the OODT object model, analyses it with engineering and AI models, and acts by generating events, alarms, work orders, reports and recommendations — turning raw signals into operational decisions.

What are the four jobs of DPlus?

Collect, Contextualise, Analyse and Act. DPlus ingests data, links it to assets and processes, analyses it, and closes the loop with actions in one platform.

What is the DPlus five-layer architecture?

Data foundation, context modelling (OODT), engineering models, intelligent analysis, and closed-loop action — from data foundation to industrial context to engineering models to AI analysis to action.

What data sources and systems does DPlus connect to?

PLC, DCS, SCADA, OPC, Modbus, MQTT, IIoT gateways, sensors, historians, databases, text files, cloud systems and manual input, integrating with MES, ERP, CMMS, BI and LLM applications via APIs.

What is EcoUp and how does it relate to DPlus?

EcoUp is a cloud-native SaaS product built on DPlus for plastic recycling and process manufacturing, available on the AWS Marketplace. It has three modules — EcoUp-Business, EcoUp-Production and EcoUp-Insight — covering commercial control, production workflow and a real-time operational view with ESG reporting.

Get started

See DPlus on your data

Book a demo or scope a pilot with our team.

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