Use cases

Each entry below is a customer type, the decision they make with Athena or Nexus, and the deliverable that comes back. Twelve sit on Athena. Eight sit on Nexus. The list is what we have built and tested across pilots and engagement scopes.

Athena · 12 use cases · energy

Hyperscaler procurement teams

Model AI campus power demand against PPA, BESS, and on-site generation portfolios. Outputs: LCOE · Revenue stack impact · Grid resilience score.

Battery asset developers

Forecast revenue across markets covering dispatch, capacity arbitrage, and ancillary services. Outputs: Bankable valuations · FID-ready sensitivity bands.

Structured finance teams

Embed regulatory-grade asset performance benchmarks into loan covenants. Outputs: Contractual reference rates · Adjusted capture rate documentation.

Data center operators

Allocate capital across hybrid generation portfolios and renewable offtake structures. Outputs: Portfolio risk-adjusted returns · Scenario-tested contingency plans.

Renewable asset traders

Identify transactable BESS and PPA deal structures and model merchant tail risk. Outputs: Settlement-ready pricing · Hedging recommendations.

Renewable energy developers

Evaluate siting, capacity, and PPA terms against market forecasts. Outputs: Deal feasibility memo · Buyer-seller alignment probability.

Hyperscaler sustainability teams

Validate procurement paths against GHG accounting standards. Outputs: Compliance matrix · Carbon intensity reporting.

Infrastructure lenders

Assess BESS collateral performance and revenue adequacy under stress scenarios. Outputs: Covenant monitoring dashboards · Drawdown schedules.

Energy procurement teams (large corporates)

Benchmark corporate PPAs against market rates. Outputs: Procurement price justification · Supply diversification strategy.

Portfolio managers (infrastructure funds)

Value and rebalance renewable and BESS portfolios globally. Outputs: NAV update · Transaction pipeline assessment.

AI campus master planners

Co-optimize power demand forecasting, generation siting, and on-campus storage. Outputs: Capex and opex tradeoff analysis · Procurement strategy.

Grid operators and ISO scheduling teams

Forecast demand and reserve adequacy. Outputs: Resource adequacy studies · Interconnection queue prioritization.

Nexus · 8 use cases · supply chain

Energy infrastructure procurement managers

Run RFQ workflows for solar, wind, and BESS equipment. Outputs: Approved vendor list · Cost benchmarks · Compliance matrix.

Battery development teams

Structure equipment procurement with supplier compliance checks, payment terms, and warranty clauses. Outputs: Bill of materials · Procurement schedule · Supply-chain risk register.

Renewable developers

Source EPC contractors and structure performance guarantees. Outputs: Contract scorecard · Schedule risk assessment.

Infrastructure lenders and diligence teams

Audit energy asset supply chains. Outputs: Supply-chain risk summary · Covenant compliance checklist.

Corporate energy teams

Manage long-lead equipment orders across multiple BESS or renewable projects. Outputs: Procurement timeline · Vendor performance scorecard.

Utilities and grid operators

Source and contract grid equipment with grid-code compliance. Outputs: Technical specification matrix · Approved equipment list.

Strategic procurement teams

Consolidate sourcing across infrastructure programs and enforce ESG governance. Outputs: Strategic sourcing roadmap · Vendor rationalization plan.

Project finance teams

Structure and track procurement milestones across multi-asset programs. Outputs: Procurement schedule baseline · Lender approval tracking.