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System / from data to insight

The path to an informed decision

A task brings specialists together. The digital twin tests options. The engineer makes the decision.

01 / Task

Task conditions

Define what needs changing, what to compare against and which changes are permitted.

Select a stage to follow the task

Task conditions

Define what needs changing, what to compare against and which changes are permitted.

Stage input, action and output
Input
Task and baseline operation
What happens
Define what needs changing, what to compare against and which changes are permitted.
Output
Agreed comparison conditions
What to agree before calculation

The outcome criteria, baseline operation and permitted changes. If data is insufficient or the task is outside the model’s scope, the conditions need to be refined. Available agents and calculations depend on the project.

02 / Initial conditions

Context first Then calculation

Three inputs for a meaningful comparison of options.

01Task and criteria
Which decision needs to be made and which metrics should be used to compare options.
02Measurements and operating state
Available measurements, tests, operating conditions and equipment information, including the time period and data quality limitations.
03The model and its boundaries
Which processes the twin represents, which measurements it is checked against, and which operating conditions it supports.

03 / Reviewing the result

Behind every comparison — evidence you can check

Check the baseline operation, feasibility of the change and the basis for choosing.

The homepage example, examined

Increase production. What should we check?

Below is the review logic, not calculation results for a real asset.

View the homepage example ↗
Baseline operation
Network and equipment
Comparing options

One baseline operation and shared conditions for all options.

Conceptual review diagram, not calculation results.
What the engineer receives
  • Source data and operating conditions
  • Assumptions and model boundaries
  • Comparison results
  • Limits of application

The materials are agreed for each task. The engineer decides whether to change asset operation.

04 / Preparation and implementationFrom your task to working with your asset

Getting started with your asset: select a pilot, assess readiness and agree on a path to use.

  1. 01
    TaskPilot

    Select a pilot

    Work with your team to define the asset, task and success criteria for the pilot.

    Stage outcomePilot scope and criteria
  2. 02
    MaterialsReadiness

    Assess readiness

    Review available data and models, identify required changes and access boundaries.

    Stage outcomePreparation and connection plan
  3. 03
    PilotAssessment

    Review the pilot together

    Examine results with engineers and compare them against the agreed criteria.

    Stage outcomeAgreed limits of application
  4. 04
    TeamApplication

    Organise the work

    Define roles, usage procedures and how outcomes will be assessed in operation.

    Stage outcomeOperating procedure

Timelines, integrations and model updates are assessed after reviewing the task and asset materials.

05 / Practical questions

Before our first conversation

Do we need an existing digital twin?

First, we assess the available models and their suitability for the selected task. Preparation or updates are scoped individually for your asset.

What data will be needed?

It depends on the scenario. Initially, we discuss available measurements, test results, equipment information and calculation models. The exact list follows once the task is defined.

Does the system make decisions on its own?

The system performs analysis and prepares options with supporting assessments. The responsible engineer makes the final decision.

How do we assess the value?

Agree on the baseline and outcome metrics in advance, then compare the selected scenario against them. No universal percentage improvement is assumed without asset data.

What should we prepare for a demo?

Describe the engineering task and what currently makes it difficult. There is no need to share operational data beforehand. We can discuss the required models and review criteria at the meeting.

Next step

Let’s discuss your task

We will demonstrate a system workflow and discuss its suitability for your asset.

Request a demo ↗Discuss implementation ↗
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