Energy Vertical — Sample Snapshot

What your $499 Snapshot report looks like

Full sample: 8-layer determination + 3 fix-first items + 3 distributional-shape charts + counterparty-question rehearsal + independent-verifier declaration. Same structure your operator's actual Snapshot delivers within 3 business days.

Buy your operator's Snapshot — $499 Learn more

Category C -- Insufficient For NERC + FERC Attestation

This is what a failed grid-AI-reproducibility audit looks like — $499 to know if yours is next

High-severity distributional-drift events. Cohort E3 (high-renewable evening-ramp) emergency-reserve activation collapsed 28% -> 6% silently -- reserve-margin under-activation. Your grid Snapshot uses the same structure -- your data, your AI, your market. $499. 3 business days.

Buy $499 in 2 clicks See sample below

Sample scenario

Mid-to-large balancing authority / RTO / utility (5,000-30,000 MW peak load, cross-region ISO-RTO participation) running an AI grid-load-forecasting classifier scoring each forecast interval and routing to lane:

Baseline Dispatch (score 0-33): forecast confidence high, follow standard dispatch stack
Demand-Response Ready (score 34-66): elevated uncertainty, pre-position DR resources
Emergency Reserve Activation (score 67-100): high-risk shortage predicted, activate emergency reserves + interruptible-load contracts

Silent drift: post-Day 45, Cohort E3 (high-renewable-penetration region, evening-ramp / duck-curve interaction period) systematically UNDER-routed to emergency-reserve-activation lane at 6% vs baseline 29% — a 22 percentage-point cohort-differential that never triggered an alarm on the operator's forecast-MAPE dashboard or aggregate reserve-margin-compliance metrics.

Overall Determination

CATEGORY C — INSUFFICIENT FOR ATTESTATION. 13 high-severity distributional-drift events detected. Operator should not represent the grid-load-forecasting AI as NERC EOP-011 emergency-operations-planning compliant or FERC market-transparency-defensible until named remediation completes.

The 3 sample charts (your Snapshot delivers similar for your data)

Rolling mean shortage-risk score by cohort

Rolling mean shortage-risk score by market cohort — silent Cohort E3 under-flag starts Day 45

Baseline vs recent distribution for Cohort E3

Cohort E3 baseline vs recent shortage-risk score distribution — mass shifted LEFT out of emergency-reserve-activation lane

Dispatch-lane rate per cohort baseline vs recent — Cohort E3 emergency-reserve rate collapsed while others stable

The one sentence your operator's own regulatory counsel would care about

The AI grid-load-forecasting engine's emergency-reserve-activation lane rate for Cohort E3 (high-renewable-penetration region, evening-ramp / duck-curve interaction period) collapsed from 29% to 6% over the audit period — a 22 percentage-point cohort-differential that occurred silently while the operator's forecast-MAPE dashboard and aggregate reserve-margin-compliance metrics showed all-green throughout.

Under NERC CIP-013 R6 audit-record retention + FERC Order 890 transparency + state PUC record-retention, any AI-driven forecast + dispatch decision from the affected period is subject to preservation duty once a NERC compliance audit, FERC Section 206 investigation, state PUC customer-hearing, ISO/RTO market-monitor referral, or wholesale market-manipulation inquiry is reasonably anticipated. The 2021 ERCOT winter event ($200B damage estimate + market restructuring) is the empirical benchmark for what missed emergency-reserve-activation events can cost.

What your operator's actual Snapshot includes

Section	What you get
Scope + regulatory framework	Named regional footprint + FERC Order 2222 + FERC Order 881 + NERC CIP-005/013 + NERC EOP-011 + NERC BAL-001/002 + FERC Order 890 + ISO/RTO tariff AI-decision-transparency provisions + DOE C2M2 + Ofgem cross-jurisdiction reference + EPA GHG-reporting
Sensor summary	Independent-observer specifics, distinct model family, retention pipeline distinct from your production stack
Findings summary	Count of drift events + high/medium severity + cohort-differential flag + first-drift-day
Overall determination	Category A / B / C w/ specific meaning + remediation-path recommendation
3 fix-first items	Scoped to YOUR AI surface, YOUR regional footprint, YOUR next NERC audit cycle
Detailed drift events	Every drift event day + type + affected cohort + severity + plain-language detail
Counterparty-question rehearsal	5 sample decisions from the target-day w/ cryptographic decision-hash reproducibility verification
Upgrade paths	Baseline ($2,500 / 5 days) OR Enterprise Attestation ($35-55K / 3-6 weeks board-ready) + $499 Snapshot credit applies
Independent-verifier declaration	Signed by Kevin Luddy personally
Charts + artifacts	3 distributional-shape charts + machine-readable JSON + decision-hash lookup table

$499. Three business days. Your operator's actual Snapshot.

Same structure as this sample. Your operator's data, your operator's AI system, your operator's regional footprint, your operator's regulatory-framework citations.

Buy your Snapshot — $499

Snapshot credit ($499) applies to Baseline ($2,500) or Enterprise Attestation ($35-55K) upgrade within 30 days. Big-4 utility-AI-audit-practice equivalent (Ernst & Young / KPMG) prices Enterprise-scope work at $200K-$1M+. Direct-buy Stripe. Below-procurement-threshold. Report PDF via email within 3 business days.