Detect
Highlight unusual behavior for human review.
DCC INTELLIGENCE CAPABILITY
Connect machine learning to the decision it should improve.
DCC provides governed access to industrial time-series data and returns model outputs to the relevant machine, asset and time window. The value is not the score itself; it is the review, decision and action that follow.
Define a governed AI/ML pilotFleet overview
Production assets
Line A · Pump 04Review
Line A · Pump 07Normal
Line B · Fan 02Normal
Selected asset
Line A · Pump 04
Observed signalExpected range
Illustrative concept
Use cases
Predict
Estimate when a defined condition may occur.
Classify
Rank likely issue types and support the response.
Anomaly review
Pump 04 · Line A
Window
14:20–14:38
Signal
Vibration
Asset state
Running
Review decision
Assign operational context
Illustrative concept
Forecast & classification
Defined operating condition
Condition estimate
18–24 h
NowReview window
Likely issue types
- 1Flow restriction62%
- 2Bearing wear24%
- 3Sensor drift14%
Illustrative concept
Delivery options
Bring your own model
The customer operates the model; DCC provides governed data access and a result path.
Managed DCC model
A standardized model supports a defined use case by combining customer and Inuatek expertise.
Custom DCC model
A jointly defined model for specialized problems where a generic approach cannot meet the required accuracy, validation or explainability.
Governance
Every use case needs an operational owner, an acceptance criterion, data and model responsibility, a review workflow and ongoing monitoring. Run a bounded shadow pilot before operational rollout.
Pilot requirements
- Operational owner
- Acceptance criterion
- Data and model responsibility
- Review workflow
- Ongoing monitoring