What comes in
Asset identity and configuration, reported fault, prior work orders, effective manuals and outstanding maintenance actions.
Prepare the next intervention. With the asset history in view.
Maintenance planners piece together manuals, fault reports and work orders before a technician can act. Welf helps generation, grid and service teams assemble that preparation around the correct asset and the people responsible for the work.
For your teams
Asset management · Field service · Grid operations
Inside the workflow / example
Prepare a maintenance work order.
What AI prepares
Assemble an asset-specific history and the relevant source instructions. Flag mismatched identifiers, unresolved faults and missing prerequisites for the planner.
What your team decides
The planner checks the preparation and assigns the work through the maintenance system. Switching, isolation and operational authority remain with the designated personnel.
Potential starting points
Put asset knowledge into the next decision.
Other starting points for your team. Prioritize by case volume, current effort and access to the required records.
Assemble service history, drawings and approved work instructions into a reviewable work package before the field visit.
Draft a source-linked account of outstanding work, incidents and changes for the incoming shift.
Structure incoming documentation, flag missing evidence and prepare the case for technical review.
Systems & control
Work with what runs your business.
Switching, dispatch and safety decisions remain with authorized operators. Start with read-only operational context and keep automation outside protection and control functions.
System environment
Enterprise asset management · GIS · Work orders · Document management · Approved operational data
Authority
Data access, permitted actions, approval rules and recovery paths are defined before deployment.
Establish the value
Measure the work behind availability.
Measure planning effort, incomplete work packs, clarification requests and repeat preparation. Claims about availability or avoided outages need a separate, longer-term measurement design.
See the delivery modelCandidate measures
Preparation time · Missing work-package evidence · Handover corrections
A sensible first scope
Start with one asset class.
Choose one asset class and a recurring maintenance task. Confirm asset identifiers across document and maintenance systems, source ownership and the work-order approval path.
Plan the first deliveryAI capabilities
The engineering behind the next workflow.
Explore the tasks, integration choices and deployment models your team needs to assess.
Bring a case your team knows too well.
Describe the task, the systems involved and what makes it difficult. We can use that context to discuss a first workflow and the evidence it would need.
Start a conversation