Engineering frameworks built for the AI-era.

Site selection is where the most expensive mistakes are locked in — months before design starts. The wrong land deal cannot be designed around. USQI is the engineering test that runs before the LOI: twelve dimensions, weighted per tenant profile, scored against the operator standard the site has to meet — not against a generic checklist that lets unfit sites through.

• $6.7T

  global DC capex through 2030 — most of which lands on sites picked before the engineering happened

• 156 GW

  projected AI DC capacity demand by 2030 — site qualification is the binding constraint

• 36%

  of 2025 US DC capacity slipped its target date — many traced back to site-stage constraints discovered late

Design review is the cheapest place on a project to find a problem. After IFC, every late catch costs roughly a sixth of the work it should have replaced — and on a 60 MW hyperscale build, one week of slipped commissioning lands at about $3.3 million. The four UDGR gates exist to sequence what a senior reviewer would check if she had time to read every drawing twice.

• 14%

  of total project cost typically lost to late-detected design defects

• $3.3M

  weekly cost of slipped commissioning on a 60 MW hyperscale build

• 9 in 10

  large infrastructure projects experience some form of schedule overrun

Buildability is not a vibe. The industry runs at roughly 9.9 RFIs per million dollars of construction value, and MEP-heavy mission-critical work trends to the upper band — fifteen to twenty. Each one costs the project several thousand dollars to process and stalls the contractor for nine and a half days on average. UBI is the inverse of that volume: a single number that says how many of those questions your specific contractor pool will be forced to ask.

• 9.9

  RFIs per $1M construction value across the industry — 15–20 on MEP-heavy data-centre builds

• $2,800

  average cost to review and respond to a single RFI (2026 pricing, with overheads)

• 9.7 days

  median RFI response time — long enough to slip critical-path sequencing

Cooling is the dominant non-power failure mode in mission-critical operations — 13% of impactful outages in 2024, second only to power at 54%. Almost half of integration-test failures happen at handoff points between subsystems that each passed individual testing. RHM is the inverse: a map of the handoff zones the industry keeps tripping on, so you can see them before the field does.

• 46%

  of backup-power failures occur at integration points that passed individual component testing

• 13%

  of impactful DC outages root-caused to cooling — the largest non-power failure mode

• 3.8 mo

  average additional commissioning time when IST failures surface in integration