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APPLICATIONS

Focused AI applications for maintenance waste reduction.

NextGenMaint focuses on three practical workflows: planned maintenance review, spare parts waste review and maintenance strategy support for asset-intensive operations.

Application areas

Three application areas for maintenance waste review.

Three practical areas show where NextGenMaint can support maintenance, reliability and inventory teams without turning every workflow into a broad transformation project.

PM02 Optimisation

Planned maintenance review for duplicated, low-value or poorly aligned work.

Application details
Reviews
PM02 orders, task lists, task history
Looks for
duplicated tasks, low-value work, frequency issues
Supports
engineering review of work to improve, combine or escalate

Dead Stock Reduction

Spare parts and inventory review for slow-moving, obsolete or non-working stock.

Application details
Reviews
inventory master data, materials records, stock movement history
Looks for
slow-moving, obsolete, duplicate or non-working stock
Supports
materials and engineering review before commercial action

Maintenance Strategy Support

FMEA, strategy and reliability review support.

Includes AI-assisted FMEA Builder

Application details
Reviews
failure modes, tasks, work history, strategy assumptions
Looks for
weak evidence trails, strategy gaps, unclear task purpose
Supports
FMEA review, strategy review candidates and reliability prioritisation

MAINTENANCE STRATEGY SUPPORT CAPABILITY

AI-assisted FMEA Builder

A guided workspace for building and reviewing FMEA records, risk ratings and actions so engineers can assess maintenance strategy evidence faster.

  • Build structured FMEA records
  • Review RPN, risk bands and open actions
  • Use smart tables and dashboards to support engineering review
AI-assisted FMEA Builder smart table product preview
Product preview using example data.

Being shaped

Other application areas being shaped

PM02 Optimisation

Review planned maintenance tasks to surface duplicated, low-value or poorly aligned work for engineering review.

Dead Stock Reduction

Review spare parts and inventory data to surface slow-moving, obsolete or non-working stock for materials review.

Pilot approach

Start with one workflow.

A focused pilot keeps the review narrow enough to validate with the people who own the work.

01

Select one workflow

Choose one asset, fleet, area or inventory category.

02

Review available data

Use work, strategy or inventory records already available.

03

Validate with the team

Review candidates with engineers, planners or materials teams before deciding next steps.

Input data

Useful starting data.

Start with records that already support maintenance execution, reliability strategy or inventory decisions.

Maintenance execution

  • Work order history
  • PM task lists
  • Equipment hierarchy

Reliability strategy

  • Maintenance strategy documents
  • FMEA records
  • Failure mode records

Inventory and materials

  • Inventory master data
  • Stock movement history
  • Materials records

Have one focused use case worth testing?

Start with one workflow, one practical dataset and one clear value pool.

Discuss a use case