For Securities Litigation Teams

Decades of securities
expertise. In minutes.

Ten archetypes spanning event-study econometrics, forensic accounting, fairness opinions, governance, and pay economics. Each simulation returns a structured strategic artifact (likely opinion, cross-examination weaknesses, methodology challenges, settlement-range implications) in ~60 to 90 seconds.

Individual simulations are $50 each. Firms run on credit plans with volume pricing; example cases are always free.

Archetype simulation
Illustrative · S-001 · 47s · $50
Defense Event-Study Econometrician
Securities class action · price-impact / generic-statement defense
01
Likely opinion
Will testify that price-impact rebuttal is unsupported; cite Cammer/Krogman, lean on multi-day window analysis.
02
Cross-examination weaknesses
Post-hoc window selection (Anadarko parallel). Confounding-events gap. Leakage doctrine under Bricklayers.
03
Methodology challenges
FRE 702 / Daubert: error-rate disclosure incomplete. Peer-review absent on extended-window method.
04
Settlement-range implications
Methodology challenge likelihood: high. Verdict-band shift if excluded: −$48M to −$62M (directional).
$13K
Average per-archetype cost of a traditional securities expert engagement.
$50
Cost of a Supreme Mind archetype simulation. Same strategic artifact, ~260× compression.
10
Securities-native archetypes covering ~85% of expert witness types retained in Section 10(b) and Delaware Chancery cases.
The Thesis

Frontier AI has compressed the cost of PhD-class reasoning by two orders of magnitude. The securities expert-witness market has not adapted yet. Supreme Mind is the adapter.

The strategic artifact a senior expert produces in the first weeks of an engagement (likely opinion in the archetype's voice, ranked cross-examination weaknesses, methodology challenges keyed to controlling case law, and settlement-range implications) is now generable in ~60 to 90 seconds for $50 per simulation. Trial teams that adopt the artifact first get the structural advantage. Defense or plaintiff. The court still requires a credentialed human at deposition and trial; that part of the workflow stays human. The first 50% does not.

The artifact.
Four outputs. One simulation.

Every archetype simulation produces the same structured output. About 60 to 90 seconds of frontier-model reasoning. The strategic artifact a senior expert builds across the first weeks of an engagement, delivered in seconds. What your trial team does with it is up to them.

01
Likely Opinion

What the archetype concludes.

Written in the archetype's voice and methodological vocabulary. For a defense event-study econometrician on a Halliburton II matter, the artifact returns the rebuttal opinion the archetype would author, including the framework it would invoke (Cammer/Krogman), the analytical choices it would make (multi-day windows, leakage adjustments), and the conclusions it would defend at deposition.

02
Cross-Examination Weaknesses

Where the methodology breaks.

A ranked list of vulnerabilities a competent opposing attorney would target, with citations to the case file and to the archetype's prior public record. Post-hoc window selection. Confounding-events gaps. Leakage doctrine under Bricklayers. The artifact orders the weaknesses by leverage and grounds each in controlling authority.

03
Methodology Challenges

The Daubert attack surface.

FRE 702 / Daubert / Frye attack vectors keyed to documented challenges of similar named exemplars. General acceptance, error rate, peer review, Daubert factor mapping. Where the public record shows the archetype's prior methodology has been challenged or excluded, the artifact cites the controlling ruling and predicts the likely posture in the current matter.

04
Settlement-Range Implications

How the testimony shifts the band.

A directional signal on how the archetype's expected testimony shifts the settlement distribution, with explicit uncertainty. If the methodology is excluded, what is the verdict-band shift? If it survives Daubert, what is the leverage at settlement? The output is a partner-economics input, not a court-facing prediction.

The Securities Library

Ten archetypes. Ninety percent of the bench.

Every Section 10(b) case retains a financial economist. Most retain a forensic accountant. Delaware Chancery practice runs through governance, fairness-opinion, and pay-economics experts. The ten archetypes below cover roughly 85% of expert witness types retained in BLB&G-tier cases.

S-001
Defense Event-Study Econometrician
The defense-side workhorse for Section 10(b) damages and Halliburton II price-impact rebuttal. Cammer/Krogman framework, multi-window event-study analysis, forward-casting damages modeling.
S-002
Plaintiff Event-Study Econometrician
The plaintiff-side anchor for Section 10(b) damages cases. Inflation-ribbon construction, leakage modeling, multi-window robustness, intra-day microstructure variants.
S-003
Class-Certification & Price-Impact Economist
Market-efficiency and price-impact proof at certification. Cammer/Krogman framework and the Halliburton II rebuttal that decides whether the class is certified.
S-004
Forensic Accounting & Financial-Reporting Expert
GAAP/GAAS compliance, restatement causation, revenue-recognition methodology, and SOX 404 internal-control weaknesses behind the alleged fraud.
S-005
Corporate Governance Expert (Delaware)
Fiduciary-duty standard, controlled-company posture, MFW conditions, Tornetta and MultiPlan doctrine.
S-006
Valuation & Fairness-Opinion Economist
M&A valuation and fairness-opinion review, comparable-companies and DCF assumptions, appraisal, and Delaware fair-value disputes.
S-007
Insider-Trading & Rule 10b5-1 Expert
Rule 10b5-1 trading-plan validity, Williams Act tender-offer mechanics, and scienter inference from insider trading patterns.
S-008
Market Microstructure Economist
Order flow, price formation, and intraday trading analysis to contest class-period boundaries and the efficiency of the market.
S-009
Damages & Disgorgement Economist
Aggregate class-wide damages and disgorgement, translating the liability theory into a per-share and per-class dollar figure.
S-010
Executive-Compensation & Pay-Economics Expert
Pay-for-performance, peer-group construction, and Tornetta-style entire-fairness compensation analysis.
What it's trained on

Public record. Bounded scope.

Each archetype is a probabilistic synthesis of how a class of expert testifies. Where a named expert's public corpus is large enough to support precise personalization, the personalization is precise. Where it is not, the archetype falls back to the methodology class.

  • Prior expert reports filed in publicly-docketed cases via PACER, RECAP, Bloomberg Law, Westlaw
  • Prior deposition transcripts through court filings and commercial transcript databases
  • Prior trial testimony for cases that went to verdict
  • Peer-reviewed academic publications for the academic-testifier subset
  • Daubert briefing and rulings that have addressed the methodology in past cases
  • Practitioner publications from NERA, Cornerstone, Brattle white papers and conference presentations
  • Methodology canon the expert relies on: Cammer/Krogman, NERA event-study standard, Brattle confounding-events doctrine

Supreme Mind never represents an archetype as being a real person. Every archetype is an archetype-class persona, deliberately bounded to the public record.

Practitioners on AI in litigation · public commentary

"I see AI as someone who is available 24/7 and never complains. Fifty, sixty percent of the time, we will get the same questions from the judge as we simulated with AI."

Chris Schwegmann, Managing Partner, Lynn, Pinker, Hurst & Schwegmann. State Bar of Texas Podcast.
$1.5M
Average expert spend on a single mega-case that reaches expert discovery
~50%
Share of expert workflow that is preparation, not court-facing testimony
12
Plaintiff securities firms accounting for the lion's share of Section 10(b) lead-counsel appointments
How it works

Matter-first. One brief, grounded in the record.

The deliverable is the Exposure & Settlement Brief: four artifacts, every supporting quote verified against the public record.

01

Create a matter

Set up the case and upload documents. The file is extracted and available to the analysis.

02

Add archetypes

Add one or more de-identified expert archetypes: the opposing expert, or your own retained expert.

03

Ground it

Ground the analysis in a live-market event study (an OLS market model on real market prices around the disclosure dates) plus extraction from your uploaded case documents.

04

Generate the brief

Produce the Exposure & Settlement Brief: likely opinion, cross-examination weaknesses, methodology challenges (Daubert / FRE 702), and settlement-range implications.

Verbatim citation verification

Every supporting quote is checked verbatim against public-record sources. Quotes that cannot be verified are dropped, not guessed.

Cross-examination practice simulation

Rehearse the exchange against the archetype before the deposition: question, answer, follow-up.

Examine the record

Put a question to the case file, the complaint, the opposing report, the brief, and get an answer cited to the page, read as the opposing expert would. When the record is silent, it says so instead of guessing.

Expert-report stress test

Attack an opposing report for its weak points, or red-team your own retained expert's draft before it is served.

Exports built for the file

Export to Word, a Daubert-motion outline, and a cross-examination outline, plus PDF, copy, and email. Deliverable history is retained.

Named-expert overlay

Where warranted, optionally overlay a specific expert's public judicial record. Admin-controlled, not on by default.

Security & Trust

Built for privileged work. Confidentiality is the product.

Matter content is handled as privileged material end to end: where it runs, where it is stored, and what is ever written to a log.

Passwordless sign-in

Magic-link sign-in tied to a named person: a one-time link to a work email. No password to phish or manage.

Firm accounts & admin

Firm accounts with a firm-admin role and self-service team management across multiple devices.

Server-side model

The model runs server-side. The browser never holds an API key.

US-pinned, Zero-Data-Retention

Inference is US-pinned and routed only through Zero-Data-Retention-eligible endpoints. Matter content is not used to train third-party models.

Per-firm US-region isolation

Per-firm data isolation in a US-region database; uploaded documents in a US-region store.

Metadata-only audit; 30-day deletion

Metadata-only audit logging; privileged content is never logged. Deleted matters are removed after a 30-day recovery window.

Pilots add SSO, RBAC, immutable audit logging, and a signed Anthropic data processing addendum (DPA) plus Zero-Data-Retention addendum.

Book a demo

Pilot on one named matter. Thirty days.

We are opening a small number of pilots with senior trial partners at top-tier plaintiff securities firms. One named matter, your choice. Public-record training data only. Direct line to the founding team throughout.

What a pilot looks like
Scope
One named matterYour docket, your archetype targets, defense or retained.
Timeline
30 days end-to-endArchetype build in days one through ten. Live use through day thirty.
Price
$5K – $25KBelow the cost of a single line item on most expert engagements.
Data
Public record onlyPACER, RECAP, court transcripts, peer-reviewed publications.
Access
Direct founder lineNo CSM tier. Founding team handles delivery and feedback.