Ellmann — Innovation Partners
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03 / DATA + RELIABILITY

Data-driven maintenance.

We combine data analysis with reliability methodologies to anticipate failures and optimize maintenance.

Consult about this service
Monitoring data and plant diagrams in a control room

SCOPE OF SERVICE

Objectives and
working approach.

Historical records, sensors and operational experience can provide a more complete view of assets. Data-driven maintenance complements tools such as RCM2, RCA, CBM and RCS.

  • Better use of operational data
  • Failure pattern detection
  • Better informed interventions
  • Less unplanned downtime

HOW WE WORK

Three stages.
AI agents throughout the process.

Consultants, the client team and AI agents work within a defined scope, using shared criteria and traceable decisions.

  1. 01

    Assessment

    We evaluate available data and maintenance needs to define where to focus analysis.

    Deliverable

    Defined sources and analysis objectives.

  2. 02

    Implementation

    Agents support pattern analysis and documentation of findings. Specialists connect them with maintenance decisions.

    Deliverable

    Useful information to prioritize interventions.

  3. 03

    Ongoing support and measurement

    We follow the data and review the findings with the team to adjust decisions to the evolution of the assets.

    Deliverable

    Updated analysis with operational context.

IMPLEMENTATION

Stages of service.

Know the purpose and scope of each stage or methodology of the service.

0101

Collect

We gather relevant information from sensors, historical records and other sources of the operation.

We evaluate the availability of data and the tools necessary to work with it.

0202

Analyze

We identify patterns and trends associated with the performance and deterioration of equipment.

The analysis connects with the knowledge of reliability specialists.

0303

Anticipate

We use the findings to recognize potential failures and prioritize areas of attention.

The information helps define when it is appropriate to intervene and which assets require further monitoring.

0404

Act

We transform analysis into maintenance, inspection and replacement decisions.

The goal is to reduce unnecessary interventions and unplanned downtime.

COMMERCIAL INQUIRIES

Consulting and training
for your company.

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