Energy and Utilities — AIR Platforms
Institutions · Energy and Utilities
Counterparty risk in volatile, capital intensive markets.
From trading desks to project finance, a continuous view of every entity you transact with.
A new credit operating layer
What counterparty risk in energy looks like when AI actually works.
Energy and utilities operate in markets where counterparty failure can cascade through trading books, supply chains, and project finance commitments. Most vendors offer either generic credit data or AI tools that do not understand the structural exposures specific to power, gas, and infrastructure markets. AIR is the first platform built to give energy and utility risk teams a continuous, forward looking credit view across every entity they transact with.
Credit machine learning at the core
Twenty years of credit events including the volatile cycles that define commodity markets. Built for entities with significant exposure to commodity price swings.
Specialized ML at the core. Gen AI on top.
ML produces the credit signal. Gen AI drafts counterparty briefs, parses contracts, and answers risk team questions. Both, by design.
Industrial grade governance built in
Defensible methodology your auditors and trading floor risk team can review. SOC 2 Type II. No customer data used for training. Single tenant deployment available.
Workflows accelerated
What AIR does for energy and utilities.
01
Trading counterparty credit risk
Continuous AIR scores on every trading counterparty, with daily refresh and signal driven watchlists.
02
Wholesale power and gas counterparty exposure
Forward looking views on every counterparty in wholesale power and gas markets.
03
Midstream and offtake counterparty risk
Credit views on midstream operators, offtakers, and infrastructure counterparties.
04
Project finance counterparty diligence
Forward looking credit assessments on project sponsors, EPC contractors, and offtakers in project finance.
05
Tolling and PPA counterparty risk
Continuous monitoring of counterparties on tolling agreements and PPAs.
06
ISO and RTO counterparty oversight
Credit risk views on counterparties across ISO and RTO markets.
07
Tradeline and credit limit setting
Dynamic credit limits driven by AIR scores, integrated into your trading and origination workflows.
08
Sector concentration and stress
Aggregated exposure across counterparties, with stress testing on commodity price scenarios.
09
Surety and guarantor monitoring
Continuous monitoring of surety providers and parent guarantors backing your counterparties.
10
Customer credit for large industrials
Credit views on large industrial customers, especially those with concentrated exposure.
The AI layer
An AI layer for commodity and infrastructure counterparties.
A sample of the surfaces. The AI layer reaches further across every credit workflow.
Credit Agent
Natural language queries on any counterparty.
Auto Briefs
Counterparty briefs for credit committee.
Scenario Analysis
Conversational stress on commodity shocks.
Document Intelligence
PPAs, tolling agreements, and contracts parsed.
Cited Explanations
Driver attribution on every flagged movement.
Embedded Surfaces
Lives inside your ETRM or CTRM system.
From the credit lab.
Resources
Company · Product\n\nIntroducing AIR Platforms: the first AI-powered credit rating agent\n\nRead
Product\n\nAIR: bringing the power of AI to credit\n\nRead
Product · Research\n\nML-Powered Credit Ratings and Analysis — Wolfspeed: AIR's Credit Model in Action\n\nRead
Blog\n\nAI data centers are testing energy credit\n\nRead
Talk to an AI credit specialist.
A working session, not a sales pitch. We will run AIR against a sample of your portfolio and walk you through what it sees.