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Research, analysis, and perspectives on the built world.
Data Center Entitlement Checklist: What Developers Need Before Site Control
Data center entitlement risk is no longer limited to zoning use tables. Developers need to screen power, water, air permits, noise, local politics and community benefits before site control, especially as state and local scrutiny increases.
June 6, 2026 ·5 min read
Data Center Change Order Management with AI: A Better Control Loop for Cost and Schedule
This post breaks down how AI can improve data center change order management by linking scope changes to drawings, contracts, RFIs, procurement logs, schedule impacts and pay applications. It explains what AI can automate, where owner judgment still matters and why change order control is becoming more important as data center construction costs rise.
June 4, 2026 ·5 min read
Data Center Commissioning Data Rooms: How AI Reduces Turnover Risk
This post explains how data center owners can use AI to organize commissioning evidence before turnover. It covers L1 to L5 testing, IST readiness, issue tracking, missing documentation and the human decisions that still govern acceptance.
June 3, 2026 ·5 min read
Data Center Pay Application Review with AI: How Owners Control Construction Cash Flow
This post explains how data center owners can use AI to review pay applications against the schedule of values, retainage, change orders, lien waivers and field progress. It separates what AI can check automatically from the judgment calls owners and construction managers still need to make.
June 2, 2026 ·5 min read
OFE Tracking for Data Centers: How AI Keeps Long-Lead Equipment From Breaking the Schedule
Owner-furnished equipment tracking has become critical to data center delivery because transformers, switchgear, generators and UPS systems now drive the schedule. This post breaks down the AI-assisted workflow for tracking OFE from specification through factory release and site receipt.
June 1, 2026 ·5 min read
Data Center Switchgear Procurement with AI: A Developer's Checklist
This post explains how data center developers should manage switchgear procurement as an early diligence workflow. It covers lead-time risk, specification control, vendor coordination, AI tracking and the human judgment required before release.
May 31, 2026 ·5 min read
Data Center Site Control Checklist: How Developers Use AI Before Diligence
This checklist breaks down the site control phase for data center developers, including parcel fit, power, fiber, zoning, title, environmental and commercial terms. It explains where AI can accelerate screening and where human judgment is still required before a site moves into full diligence.
May 30, 2026 ·5 min read
Data Center Interconnection Queue Analysis with AI: How Developers Screen Power Risk Before Site Control
Interconnection queues are one of the strongest early indicators of power risk for data center sites. This post breaks down how AI can analyze queue position, upgrade exposure, withdrawal patterns and utility filings before a developer commits to site control.
May 29, 2026 ·5 min read
Data Center Design Review with AI: Catching MEP Conflicts Before Construction
This post lays out a practical AI design review workflow for data center development teams. It covers drawing checks, MEP coordination, equipment constraints, AI versus human review responsibilities and why the process matters before procurement and construction lock in.
May 28, 2026 ·5 min read