The toolkit

A toolbox for detection and diagnosis.

ARDI includes a range of tools to help detect issues, discrepancies and root causes. Tools like Cognition learns what unusual operation looks like, Timeline pinpoints what changed in a specific window, and Correlia reveals connections you weren’t already looking for.

Cognition · Issue detection

Build AI that identifies fault conditions hard to detect with rules alone. Establish general alerts that flag unusual operation, with predictive capability for some issues – alerting users before problems occur.

Timeline · Root cause

Search a specific window – typically the minutes before an issue – and see the statistically significant changes during that period, with routine patterns removed.

Correlia · New connections

Automatically detect correlations between properties. Given example timeframes, it reveals relationships – some obvious, others surprising, like how temperature or humidity affects quality.

 

The diagnostic flow

From signal to root cause.

Combine tools – and ARDI’s deep visualisations – into a repeatable workflow that turns a vague concern into a specific, actionable cause.

01
Detect

Spot unusual operation

Flag conditions that are out of character, even when no specific rule applies.

02
Frame

Pick the window

Use Comparison and Data Explorer to detect differences in operation or conditions.

03
Connect

Find the relationships

Use Correlia and Timeline to search for root causes – including ones nobody had thought to check.

04
Investigate

Dive deep

Use deep comparison, 3D visualisation, 3rd party tools and AI to perform detailed investigation and analysis.

Deep investigation

Dynamic displays, not pre-baked dashboards.

Unlike traditional dashboards, ARDI’s diagnostic visualisations show the information you need rather than the pre-determined view an engineer happened to set up earlier.

3D visualisation

Move through the operation, switch the property under view, and follow relationships in space.

Data Explorer

Pick the points and time periods that matter and let ARDI generate the visualisation around them.

Effective for any system

Because the visualisations are generated from the model, the same diagnostic workflow works on any asset and any site.

Get started

See diagnostic tools on real data.

Send us your details and we’ll arrange a full tour with live demonstrations of Cognition, Timeline, Correlia and ARDI’s deep visualisations.