AI for Engineering
AI for Predictive Maintenance
Use AI to group failure patterns and prepare work recommendations that a reliability engineer still has to accept. Available for corporate training after a proposal. This is not a published open course with a public date or price. AI does not replace engineering judgment, formal verification, or professional responsibility.
- Duration
- Confirmed in the proposal
- Delivery
- In-person · virtual · at your site
- Level
- Advanced
- Location
- Hikma Institute in Al Khobar, client site, or virtual
Prerequisites
Access to anonymised work orders or condition records. Condition-monitoring certificates are not included.
Practical use cases
- Work-order clustering
- Failure coding
- Watch-list notes
- Job justification
Learning objectives
- Clean a work-order export for analysis
- Propose a watch list with evidence
- Write a job that a planner can schedule
Who it is for
Reliability and maintenance engineers who already collect condition or work-order data.
Modules
- Data readiness
- Pattern vs diagnosis
- Work identification
- Feedback to the CMMS
Practical exercises
- Cluster 50 work orders by symptom
- Reject an unsupported prediction
- Write a job with parts and craft
Tools covered
Named for current capabilities. No vendor partnership is claimed.
- Excel
- Power BI
- ChatGPT
- Claude
- Microsoft Copilot
Final assignment
Deliver a predictive-maintenance brief for one asset class with evidence and rejected signals.
Learning outcomes
- A cleaned data sample
- A sourced watch list
- One planner-ready job
Certificate and assessment
Hikma issues a certificate of completion for training it delivers. Where an independent professional credential is named, the awarding body issues it after its own eligibility rules and examination. An external exam fee is not included unless the enrolment confirmation says so. Assessment is against the session objectives.
Hikma certificate of completion. It is not an external software-vendor or professional-body credential.
Booking and price
Available for corporate training: request a proposal. This page does not publish a price or date.
Related programs
From the Knowledge Centre
/programs/ai-for-predictive-maintenance