Energy & Utilities · persona
Renewables Developer / IPP
Solar / wind / battery storage developer or independent power producer. Site origination + permitting + interconnection + O&M is the operational stack.
A day in the life
What the next Tuesday looks like
A renewables developer with 50 active project sites + 30 in permitting/interconnection manages 2,000-5,000 landowner relationships, 200-500 active permitting documents, continuous interconnection queue management, and operating asset performance monitoring across 50 sites.
The AI Operating Layer compresses every loop. Landowner outreach campaigns drafted + tracked. Permitting deadlines + document deliverables tracked + nudged. Interconnection queue position monitored + studies tracked. Operating asset underperformance flagged with root-cause hypotheses. Tax credit + REC + ITC documentation assembled.
The renewables developer / ipp playbook
The automations that matter most
Out of the full Energy & Utilities catalog, these are the ones a renewables developer / ipp should run first.
Landowner outreach campaign drafter
Landowner / royalty owner relations
Drafts personalized landowner outreach for permitting + lease + acquisition campaigns.
Operating asset performance flagger
Renewables operations
Flags sites underperforming vs expected with hypothesis (fault, soiling, inverter, weather, curtailment).
Permitting deadline + document tracker
Renewables operations
Tracks permitting deliverables across CEQA/NEPA + state + local agencies; nudges proactively.
Interconnection queue monitor
Renewables operations
Monitors interconnection queue position + study deliverables + IA execution deadlines.
Tax credit + REC documentation assembler
Renewables operations
Assembles ITC + PTC + REC + state incentive documentation per program requirements.
In the wild
How this actually plays out
Operating asset performance flagging is the workflow that catches a 5% generation underperformance before it costs a year of revenue.
The AI workflow: SCADA data ingested daily for each site. AI compares actual generation to expected (irradiance + wind + temperature corrected). Flags sites underperforming >3% over rolling window with hypothesis (string fault, soiling, inverter degradation, weather, curtailment). Creates work order if mechanical.
A 50-site portfolio typically catches 80%+ of underperformance events within 3 days vs 30 days, recovering 0.5-1.5% of annual generation.
Get my operation's automation map
Tell us your operation type (utility / oil & gas / renewables / EPC), scale, and the workflow that costs the most engineer/CSR time. We'll come back with a written map of which 5-7 automations matter first and what the first 90 days would change.