Reduce Unplanned Downtime & Optimize Maintenance Plans

Share Real-Time Insights

Add your equipment, downtime events, and maintenance data, and access ready-made dashboards to understand mean time between failure, along with remaining useful life and weibull distributions across your fleet.

Set Schedules
Based on Unplanned
Maintenance Targets

Leverage maintenance history from your computerized maintenance management system (CMMS), enterprise asset management (EAM), or other work management system through the Project Setup.

Ingest disparate data sources and create an optimized maintenance schedule based on your ideal unplanned maintenance ratio.

Find Component Life and Maintenance Needs

For each equipment, assess remaining useful life and ideal maintenance operation schedule thanks to an explainable and transparent machine learning (ML) model. Anticipate maintenance needs with a Survival Analysis model fuelled by maintenance history.

Deep Dive Into Optimized Maintenance Schedules

Based on your ideal unplanned maintenance ratio, generate an optimized maintenance plan. Understand recommendations and adjust to needs before enforcing through your regular tools. 

Generate Easy-to-Read Reports With GenAI

Benefit from full explainability of predictive models that expose the influence of different attributes on unplanned maintenance.

Extract contents from your documents, connect these to your choice of LLM via the LLM Mesh, and accelerate your understanding of maintenance performance.

Answer Key
Maintenance Questions

The Dataiku Solution for Maintenance Performance and Planning  helps answer a broad range of questions like:

• Service occurs long after the issue. How can I correlate the two when time frames are different?
• Some machines lack sensors. How can I predict anything?
• We do lots of planned maintenance operations. How can I predict the remaining useful life when failures are few?
• I have different assets. How do I develop consistent, scalable models and analytics?

Generate automatic reports thanks to Dataiku’s GenAI capabilities, transforming analytics into business insights for actual usage by the operations team.

Take a Firm Step Towards AI-Augmented Manufacturing Ops

Use AI and ML to optimize your maintenance and service schedule, improving asset availability and controlling cost. Easily scale consistent approaches across production sites and floor shops, and deliver all required use cases to enhance all manufacturing operations.