AI Power & Site Readiness

Estimate in‑service probability and compare sites by combining interconnection, long‑lead equipment, tariffs, renewables, and resilience.

KPIs

Site Readiness Index
Composite 0-1 score combining schedule, capacity, cost, carbon, and reliability to rank candidate sites.
Higher is better
Probability of Hitting In‑Service Date
Probability (0–1) that the site reaches Commercial Operation Date (COD) by the target date given interconnection, equipment, and permitting risks.
Higher is better
Schedule Slippage (Days)
Expected days late relative to the target in‑service date (negative means early).
Higher is worse
Deliverable Capacity by Target (MW)
MW expected to be physically deliverable by the target date, including grid and committed on‑site resources.
Higher is better
Blended Effective Power Rate ($/MWh)
All‑in effective energy cost including volumetric energy, demand charge conversion, Demand Response (DR) credits, and on‑site Distributed Energy Resources (DER) savings.
Higher is worse
Expected Emissions Intensity (kgCO₂e/MWh)
Blended operational carbon intensity after Power Purchase Agreements (PPAs)/Renewable Energy Certificates (RECs) and on‑site Distributed Energy Resources (DER) effects.
Higher is worse
Reliability Risk Index
0–1 index of outage risk after accounting for grid reliability and on‑site resilience (Battery Energy Storage System (BESS) / temporary generation (temp gen)).
Higher is worse
Total Delay Cost Exposure ($)
Expected financial impact of schedule slippage (lost revenue, liquidated damages, carrying costs).
Higher is worse
Renewable Content (%)
Share of consumption covered by contracted renewables and on‑site PV over the evaluation period.
Higher is better

Internal Factors

Interconnection Queue Wait (Months)
Estimated remaining time in the interconnection queue for the selected path.
Higher is worse
Interconnection Complexity Index
0-1 index capturing voltage class, network topology, upgrade scope, and deliverability hurdles.
Higher is worse
Network Upgrade Cost ($)
Utility/ISO‑estimated share of network upgrade CAPEX attributable to the interconnection.
Higher is worse
Deliverability Risk Index
0-1 risk that requested capacity cannot be delivered at peak due to constraints.
Higher is worse
Available Grid Capacity (MW)
Estimated MW of firm capacity available at the point of interconnection by target date.
Higher is better
Transformer Lead Time (Months)
Quoted lead time for required high‑voltage/medium‑voltage transformers.
Higher is worse
Switchgear Lead Time (Months)
Quoted lead time for medium‑voltage switchgear and main protective devices.
Higher is worse
Permitting Risk Index
0–1 risk score reflecting zoning fit, environmental review, and Authority Having Jurisdiction (AHJ) workload.
Higher is worse
Tariff Energy Charge ($/MWh)
Blended volumetric energy rate for the applicable tariff/Time‑of‑Use (TOU) class.
Higher is worse
Tariff Demand Charge ($/kW·mo)
Monthly demand charge for the applicable tariff/voltage class (excl. ratchets/standby unless modeled in overlays).
Higher is worse
Marginal Emissions Rate (kgCO₂e/MWh)
Grid marginal emissions intensity for the site’s balancing area (period‑appropriate blend).
Higher is worse
Power Purchase Agreement (PPA) Availability (MW)
Indicative MW of bankable renewable Power Purchase Agreements (PPAs) available in the target geography/term window.
Higher is better
Power Purchase Agreement (PPA) Price ($/MWh)
Indicative levelized Power Purchase Agreement (PPA) price for target term/shape (hub/node‑adjusted as applicable).
Higher is worse
Grid Curtailment Risk Index
0-1 risk that delivered/contracted energy is curtailed due to system constraints.
Higher is worse
Grid Reliability (SAIDI, min/yr)
System Average Interruption Duration Index for the serving utility territory.
Higher is worse
Site Control Secured
Whether site control (Letter of Intent (LOI)/option/lease/purchase) is secured, enabling permit submissions.
Higher is better

Levers

Expedite Procurement Budget ($)
Budget set aside to accelerate long‑lead equipment procurement.
Transformer Expedite Option Selected
Whether an expedited transformer procurement option is chosen.
Temporary Generation Committed (MW)
Rental or temporary generation capacity committed to bridge early operations.
Battery Storage Committed (MWh)
Battery Energy Storage System (BESS) energy capacity contracted for the site.
On‑Site Solar Capacity Committed (MW)
Nameplate MW of on‑site Photovoltaic (PV) committed (if feasible given land/roof).
Renewable Content Target (%)
Target share of load to be covered by renewables over the commitment period.
Demand Response (DR) Enrollment Commitment (kW)
Curtailable/interruptible load (kW) enrolled for demand response or similar programs.

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