Lead Industry — Energy & Utilities
AI-driven demand growth is reshaping utility capital programs: grid modernization, AMI deployment, OT/IT integration, CIS replacement. These initiatives are large, regulated, multi-vendor — and highly prone to drift. This is the environment PCM™ was forged in.
CIS modernization · Enterprise recovery · OT/IT programs · Regulated delivery
Power draw of hyperscale AI data centers — multiples above traditional facilities.
Typical lead times for grid upgrades — often longer than the data centers driving them.
Share of local electricity demand data centers already represent in some regions.
Sector Conditions
Utility transformation combines every drift accelerant at once: technical novelty, stakeholder density, vendor complexity, and regulatory consequence.
OT/IT integration creates structural blind spots narrative reporting cannot surface.
Utility operations and digital delivery teams run on unreconciled assumptions.
AI platform providers and hyperscale partners add vendors faster than governance can absorb.
Technical novelty gives optimistic estimates cover that mature domains don't provide.
Regulatory milestones convert schedule slips into compliance exposure.
Interconnection and capital pressures leave no slack for a stalled program.
Flagship Insight
The firm's flagship white paper examines how AI infrastructure demand is reconfiguring the energy system — and why the capital programs responding to it drift. It documents the four drift patterns, the compounding cost of delayed clarity, and the structured intervention model leaders can apply before drift becomes failure.
By James Truesdale, MS · Managing Partner · April 2026
Also available: Why CIS Modernization Programs Drift — the four drift patterns applied to CIS replacement anatomy.
“The technology is rarely the problem. The governance is.”
The energy sector stands at an inflection point: AI-driven demand transformation is a present-tense operational reality. The programs responding to it are underway — and, absent structured governance and independent oversight, highly likely to drift.
Sector Depth
OnTarget's energy practice is grounded in nearly ten years of utility and energy program delivery — enterprise system recovery, CIS modernization, and multi-vendor transformation in regulated environments — inside one of the country's largest gas utility ecosystems.
Common Questions
Grid modernization, CIS replacement and modernization, AMI deployment, OT/IT integration, enterprise system recovery, and the governance layer of AI-era infrastructure programs.
No — vendors and integrators do. OnTarget provides the stabilization, leadership, and governance layer that keeps their delivery integrated and credible.
Most begin with a Program Clarity Diagnostic — often triggered by a leadership transition, a milestone review, or board and regulatory questions the program team can't answer with confidence.
Yes — grid and energy cybersecurity is the lead theme of the firm's federal critical infrastructure practice.
Bring the program. You'll get an evidence-based view of its condition — before the next steering committee asks.