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Energy operations

Solar Operations & Maintenance
Managed AI Workflows.

Prepare asset-performance investigation briefs from verified events and maintenance evidence for engineer review.

THE OPPORTUNITY

Start where the work
gets held up.

A performance change can have several possible explanations. AI assistance must keep measurement gaps and operational context visible.

Help engineers gather useful evidence before deciding on inspection or intervention.

A WORKFLOW WORTH EXPLORING

Performance anomaly evidence pack

An operator flags a defined asset or site for investigation.

Prepare a timeline and evidence index, distinguishing observed changes from unverified explanations.

WHERE JUDGMENT BELONGS

Make the review point explicit.

A qualified engineer validates the interpretation and authorizes any field or system action.

Work within the real constraints.

Confirm measurement definitions, time alignment and site access. Generated analysis must not authorize electrical work or override operating procedures.

Success needs
a useful measure.

Measure missing context, incorrect time alignment, unsupported causes and engineering preparation effort.

Before expanding the workflow, compare the result with the current process. Include review effort and exceptions in that comparison so the improvement reflects the team's actual experience.

Read the implementation guide ↗
CHOOSE THE RIGHT SUPPORT

Build it. Build with us.
Or have us manage it.

The workflow stays centered on your business. The engagement determines who learns, implements and operates it.

DIY

Your team owns the build.

Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.

Explore the $2,500 package ↗
DFY

We manage the foundation.

Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.

Explore managed delivery ↗
START WITH YOUR WORK

Where is your team
doing too much by hand?

Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.