Cognitive Finance for PE

Know the Probability of Power—Before You Commit Capital.

Your competitors see a permit filed and start due diligence. You see a 73% approval probability, declining queue positions, and regulatory shifts—30-90 days before the deal is priced.

Why PE Funds Choose Cognitive Finance Over Traditional Research

Traditional Approach

“Permit was filed in Ohio last quarter.”

“Grid capacity looks constrained.”

“We think this might be delayed.”

No probability. No confidence. No way to size the bet.

Cognitive Finance

73% permit approval probability, updated 2h ago

48% grid capacity available by Q3

81% PPA pricing favorable

Calibrated beliefs. Confidence intervals. Actionable intelligence.

Deal Sourcing

Find opportunities before they're priced in

  • Market mapping with probability-weighted capacity scores by region
  • Distressed asset alerts when P(grid constraint) exceeds 70%
  • Competitive intelligence on bidder grid exposure
  • Roll-up opportunities by energy advantage probability
Due Diligence

Underwrite with probability, not projections

  • Energy cost modeling with P(tariff change) scenarios
  • Grid risk scoring with interconnection probability curves
  • Regulatory deep dive with P(rule change) by jurisdiction
  • Exit scenario planning with probability-weighted multiples
Case Study

How a Mid-Market PE Fund Turned Regulatory Risk Into +320bps

The Signal

GreenCIO flagged 78% probability of Ohio's 85% utilization rule passing—47 days before the ruling.

The Action

Fund identified $8M annual penalty risk in target's 40% average utilization. Negotiated 20% discount (12x → 9.6x EBITDA).

The Outcome

Implemented workload consolidation to 87% utilization. Exited at 15x.+320bps annual return from probability-based intelligence.

See Probability Signals for Your Pipeline

We'll show you live probability signals for your target regions—grid capacity, permit timelines, regulatory risk. No sales pitch. Just the intelligence.

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