Benefit — reproducibility discipline
What the 5-decision drill actually saves you
Reproducibility discipline is the single largest lever in FERC 206 refund exposure + NERC audit readiness + Section 316A civil-penalty stance. The 5-decision Snapshot rehearsal is the low-cost proof that the discipline is operational.
The three cost buckets it addresses
- Discovery-response cost. Producing AI-decision records on subpoena when the retention discipline is not in place = 10-100x cost of producing when the discipline was already in place. The reactive-response penalty compounds with each successive request from NERC / FERC / ISO-RTO market monitor / state PUC.
- Adverse-inference risk. Where records that should exist are not produced, adjudicators can infer facts adversely. AI-decision records fall squarely in that risk profile.
- Expert-witness credibility. The operator's expert witness's testimony carries different weight depending on whether the operator's own retention discipline was demonstrably in place at the time of the events.
Dollar frame
Discovery-response cost gap: reactive AI-decision-record production for a single FERC 206 matter typically runs $200K-$1M+ in external counsel + vendor-forensics time. Proactive discipline compresses that to weeks-of-effort inside existing IT.
Adverse-inference exposure: case-by-case, but can shift settlement stance by 3-10x on individual matters. Wholesale-market-manipulation class exposure is much larger.
Snapshot proof cost: $499. Same 5-decision drill on your actual AI system.
What "5 decisions" actually proves
If 5 decisions can be reproduced defensibly on a randomly-selected target day, then the retention pipeline works structurally. That structural claim is what matters — not those 5 decisions themselves.
The rehearsal is a discipline test, not a discovery response. When a discovery response is later required, the pipeline that reproduced 5 can reproduce 500 — the marginal cost is bounded and predictable.
What "having it" looks like
Green: subpoena lands for AI-decision records tied to a specific forecast interval. IT runs the same reproduction procedure the Snapshot rehearsed. Records produced within counsel's requested timeline. Matter proceeds on merits, not on records-production gaps.
Red: subpoena lands. Vendor's decision trace rotated with the model. Reproduction requires forensic reconstruction. Cost escalates. Adverse-inference risk becomes live.
Who at your org cares
- General Counsel — litigation-hold + discovery-defense
- NERC Compliance Lead — R6 retention discipline documentation
- CIO / Chief Data Officer — retention pipeline operational reality
- Cyber carrier point-of-contact — renewal questionnaire AI section
- Chief Risk Officer — reserve implications
$499. 3 business days.
The proof your retention discipline works — produced now, referenced whenever needed.
Buy $499