Data Center Energy Optimization
Reveal tariff, Power Purchase Agreement (PPA), and carbon‑mix tradeoffs to minimize cost and emissions for AI workloads; plan procurement and demand‑response strategies.
KPIs
Blended Effective Rate
All-in blended electricity rate including energy, demand charges (amortized), riders, PPA settlements, DR credits and REC costs.
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Unit: USD/MWh
Confidence: 50%
Higher is worse
Grid Carbon Intensity
Carbon intensity of grid electricity at the site’s location and hour.
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Unit: kgCO2e/MWh
Confidence: 83%
Higher is worse
Compute Energy Cost per 1k Tokens
Energy cost attributable to 1k AI tokens (training or inference), based on blended rate and energy per token.
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Unit: USD/1k tokens
Confidence: 76%
Higher is worse
Emissions per 1k Tokens
Operational emissions allocated to 1k tokens using hourly carbon intensity and energy per token.
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Unit: kgCO2e/1k tokens
Confidence: 51%
Higher is worse
Renewable Coverage Share
Portion of site load matched by renewables via PPAs and REC retirements.
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Unit: percent
Confidence: 54%
Higher is better
Procurement Cost Volatility Index
Normalized volatility of the blended effective rate over a trailing window.
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Unit: index (0–1)
Confidence: 61%
Higher is worse
Demand Response Net Benefit
Net economics from DR participation after opportunity cost of curtailed compute.
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Unit: USD (millions)
Confidence: 90%
Higher is better
Capacity Headroom Index
Normalized margin between site capacity limit and measured peak demand.
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Unit: index (0–1)
Confidence: 64%
Higher is better
Internal Factors
Storage State of Charge
Battery state of charge (energy content).
Obfuscated metric preview — request access to view exact values
Unit: MWh
Confidence: 59%
Higher is better
Thermal Storage State of Charge
Thermal storage energy available for cooling shift.
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Unit: MWh
Confidence: 89%
PPA Energy Bank Balance
Banked PPA energy available to settle against load.
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Unit: MWh
Confidence: 55%
REC Inventory
Available Renewable Energy Certificates inventory (energy-matched).
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Unit: MWh
Confidence: 65%
Shiftable Workload Backlog
Deferred compute that can be scheduled into future low-cost/low-carbon hours (energy-equivalent).
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Unit: kWh
Confidence: 90%
Settlement Balance
Running balance of unsettled energy program cash flows (PPA collars, DR credits, riders).
Obfuscated metric preview — request access to view exact values
Unit: USD (millions)
Confidence: 60%
Levers
Workload Shift Share
Share of flexible compute scheduled into preferred (low-cost/low-carbon) hours.
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Unit: 0–1 ratio
Confidence: 88%
Storage Dispatch Power Setpoint
Battery dispatch command (positive discharge, negative charge).
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Unit: kW
Confidence: 78%
Demand Limit Setpoint
Target maximum site demand for peak-shaving during tariff demand windows.
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Unit: kW
Confidence: 89%
PPA Contract Coverage Target Share
Target fraction of site load to be covered by PPAs over the planning horizon.
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Unit: 0–1 ratio
Confidence: 52%
REC Retirement Rate Policy
Policy for retiring RECs against load (fraction of available inventory to retire each period).
Obfuscated metric preview — request access to view exact values
Unit: 0–1 ratio
Confidence: 60%