Research, analysis, and perspectives on the built world.
This post explains how AI can support data center controls integration before turnover. It breaks down where automation can catch mismatches across BMS, EPMS, DCIM and commissioning records and where human engineering judgment still owns the decision.
May 28, 2026
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
This post explains why demand response is becoming more relevant to data center development in 2026. It connects AI-driven load growth, utility constraints, tenant reliability requirements and the practical limits of flexible operations.
May 28, 2026 ·5 min read
This workflow guide explains how AI can help data center developers screen zoning, moratorium and ordinance risk before site control. It breaks the process into source collection, rule extraction, risk scoring, escalation and human review.
May 27, 2026 ·5 min read
This article explains why substation development is now central to data center site selection and delivery. It covers site criteria, ownership models, utility coordination, equipment bottlenecks and the role AI can play in tracking risk before construction slips.
May 27, 2026 ·5 min read
This article explains how grid-enhancing technologies affect data center development strategy. It covers dynamic line ratings, power flow control, advanced conductors, topology optimization and where these tools matter in power-constrained markets.
May 27, 2026 ·5 min read
This post explains why transformer and switchgear procurement has become a major constraint for data center development in 2026. It covers lead times, utility coordination, capital planning and how AI helps teams track equipment risk across site selection, procurement and delivery.
May 26, 2026 ·5 min read
This post defines AI rack density planning and explains why developers need to model rack power, liquid cooling, floor loading, electrical topology and phasing before design decisions lock. It separates what AI tools can calculate from the engineering judgments that still require expert review.
May 26, 2026 ·5 min read
This post breaks down how AI changes data center construction quality control, from design conformance checks to field evidence capture and commissioning readiness. It explains what AI can automate, where expert judgment still matters and why quality failures now threaten delivery schedules as much as power availability.
May 26, 2026 ·5 min read
This post breaks down the easement and title review workflow for data center development. It explains which rights matter most, how AI can extract and cross-check them and where lawyers, surveyors and utility experts still need to sign off.
May 25, 2026 ·5 min read