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Industrial Infrastructure · 2025

Hyperscale Data Center Campus

Weekly schedule and cost forecasts on a campus where every week of delay was lost megawatts.

Owner
Confidential
Location
U.S.
Market
Industrial Infrastructure
Our role
Schedule & cost forecasting
Scale
96 MW
Completed
2025
The brief

Weekly forecasting on a data center campus where every week of delay was measured in lost megawatts.

The developer had customers waiting for capacity, and each week of delay on a data hall meant megawatts that could not be leased. Electrical gear and cooling equipment had long lead times, utility power dates were outside the developer’s control, and the monthly reporting cycle was too slow to act on. Leadership wanted to know every week when power would be on and what the final cost would be.

How we controlled it

The approach.

  1. 01

    A weekly forecasting cycle

    We moved the schedule and cost forecast to a weekly cycle, with a fixed data date and a forecast review every Monday.

  2. 02

    Equipment tracked to the hall

    Generators, switchgear, UPS and cooling units were tracked from factory slot to energization for each data hall.

  3. 03

    Megawatts on the schedule

    Every hall’s ready-for-service milestone was tied to its capacity, so delay was reported in megawatts as well as days.

  4. 04

    EAC with real commitments

    The estimate at completion was rebuilt weekly from commitments and trends, not from the original budget.

The outcome.

96 MWCapacity forecast weekly
±3 daysAverage forecast accuracy on hall readiness
19Days recovered on the first hall
52Weekly forecasts delivered

“On a data center, the schedule is the revenue forecast. We reported delay in megawatts so nobody could ignore it.”

Forecasting lead, KonradBeck
Industrial Infrastructure

Planning something like this?

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