Domain skills for energy & compute desks

Calculate the levelized cost of energy for power generation projects using industry-standard NREL/IEA methodology. Enables apples-to-apples comparison of different energy technologies.

Price GPU-hour options (Black-76 on forwards) and model the expiry P/L of any single-leg option position — long or short, standalone or against owned capacity — with depreciation-adjusted exercise risk. Built for the structural difference between compute and equities: old-generation GPU-hour prices trend to zero by design.

Comprehensive IRR/NPV/payback modeling for energy infrastructure projects. Includes scenario analysis, debt service coverage ratios, and tax equity modeling.

Model carbon price trajectories under different policy scenarios. Supports EU ETS, California Cap-and-Trade, and emerging carbon markets with policy shock analysis.

Analyze green bond offerings, verify use-of-proceeds alignment with Green Bond Principles, and score environmental impact credibility.

Calculate Scope 1, 2, and 3 emissions from energy consumption data. Supports multiple emission factor databases and location-based vs market-based accounting.

Format emissions data for major disclosure frameworks: CDP, GRI, SASB, and TCFD. Validates data completeness and generates submission-ready outputs.

Verify and score carbon offset quality against Verra, Gold Standard, and other registries. Evaluates additionality, permanence, and leakage risks.

Parse Power Purchase Agreements to extract key terms, calculate contract value, and flag risk provisions. Supports VPPA, physical PPA, and sleeve structures.

Track, validate, and optimize Renewable Energy Certificate portfolios. Manages certificate lifecycle from procurement through retirement with compliance tracking.

Compare multiple energy contracts side-by-side with normalized terms, risk scoring, and total cost of ownership analysis.

Time-series demand forecasting using historical consumption and weather data. Supports day-ahead, week-ahead, and seasonal forecasting horizons.

Optimize load curtailment during peak pricing events or grid emergencies. Calculates optimal curtailment schedules balancing cost savings vs operational impact.

Analyze grid outage patterns, predict vulnerability windows, and assess reliability metrics. Supports SAIDI/SAIFI calculations and risk scoring.

Calculate expected solar PV generation from irradiance data, panel specifications, and site conditions. Includes soiling, temperature, and degradation adjustments.

Calculate wind generation from weather data and turbine power curves. Includes wake effects, air density corrections, and curtailment modeling.

Schedule maintenance based on sensor data and degradation models. Uses anomaly detection to predict failures before they occur.

Model battery storage degradation, optimize charge/discharge cycles, and determine optimal replacement timing for lithium-ion systems.

Optimize equipment replacement timing by modeling degradation, maintenance costs, and technology improvements over time.

EU Carbon Border Adjustment Mechanism compliance checker. Calculates embedded carbon, certificate requirements, and cost exposure for imports.

Parse FERC regulatory filings, extract key data points, and check compliance status. Supports Form 1, Form 714, and OATT filings.

Generate SEC climate risk disclosures compliant with Reg S-K amendments. Covers physical risk, transition risk, and GHG metrics.

Analyze gaps in ESG ratings from MSCI, Sustainalytics, and other providers. Recommend targeted improvements to optimize scores.

Quantify financial impact of regulatory and policy changes on energy assets. Covers tax policy, environmental regulations, and market structure changes.

Map critical mineral supply chain risks for lithium, cobalt, rare earths, and other materials. Assesses geopolitical risk, concentration, and alternatives.

Track competitor sustainability commitments and progress. Monitors net-zero pledges, renewable procurement, and emissions performance.

Enhanced NLP analysis for energy sector news. Extracts entities, sentiment, market impact signals, and trend detection beyond the base intelligence feed.

Generate C-suite sustainability dashboards with KPIs, trends, and actionable insights. Supports multiple output formats.

Create board-ready sustainability reports with narrative generation, risk summaries, and strategic recommendations.

Build investor presentations with sustainability metrics, benchmarks, and forward-looking statements.