Director of Generation
Capital project oversight
What You Do Today
Review progress on major capital projects — turbine upgrades, SCR installations, solar additions, battery storage. Track budgets, schedules, and commissioning milestones against rate case commitments.
AI That Applies
AI tracks earned value metrics, flags schedule slippage patterns, and compares project cost curves against historical benchmarks for similar utility-scale projects.
Technologies
How It Works
The system ingests earned value metrics as its primary data source. The processing layer applies the appropriate analytical models to the structured data, generating scored outputs that surface the most actionable insights. The results integrate into the practitioner's existing workflow — presenting recommendations, flags, or automated outputs alongside their normal working context.
What Changes
Monthly project reviews get supplemented with continuous AI-driven schedule risk scoring.
What Stays
Decisions about scope changes, contractor performance, and regulatory strategy for cost recovery remain with leadership.
What To Do Next
This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.
Establish Your Baseline
Know where you are before you move
Before adopting AI tools for capital project oversight, understand your current state.
Without a baseline, you can't measure whether AI actually improved anything. You'll adopt tools without knowing if they're working.
Define Your Measures
What to track and how to calculate it
Time per cycle
How to calculate
Measure how long capital project oversight takes end-to-end today, then after AI adoption.
Why it matters
The most visible improvement is speed. If AI doesn't save time, question whether it's adding value.
Quality of output
How to calculate
Track error rates, rework frequency, or stakeholder satisfaction scores before and after.
Why it matters
Speed without quality is just faster mistakes. Measure both.
Start These Conversations
Who to talk to and what to ask
your VP Operations or COO
“What data do we already have that could improve how we handle capital project oversight?”
They're prioritizing which operational processes to automate
your process improvement or lean lead
“Who on our team has the deepest experience with capital project oversight, and what tools are they already using?”
They understand the workflow dependencies that AI tools need to respect
a frontline supervisor
“If we brought in AI tools for capital project oversight, what would we measure before and after to know it actually helped?”
They see the daily reality that AI tools need to fit into
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.