For Antitrust Litigation Teams

Know the opposing
economist. Before the report lands.

Supreme Mind simulates the opposing damages expert: the likely opinion, cross-examination weaknesses, Daubert challenges to the model, and a settlement range for cartel, overcharge, and monopolization matters, built from the public record.

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

Archetype simulation
Illustrative · A-003 · 44s · $50
Overcharge & Pass-Through Economist
Price-fixing class action, overcharge & pass-through dispute
01
Likely opinion
Will testify to a but-for overcharge via a reduced-form regression; conspiracy-period prices above cost-predicted levels on public input-cost series.
02
Cross-examination weaknesses
Regression omits demand shocks. Pass-through assumed uniform across the class. Benchmark period overlaps the alleged conspiracy.
03
Methodology challenges
FRE 702 / Daubert: specification and pass-through assumptions. Common impact contested under Comcast v. Behrend.
04
Settlement-range implications
Overcharge × affected commerce, trebling noted. Class-certification exposure if common impact survives Comcast (directional).
6-figure
Typical cost of a retained industrial-organization damages economist in an antitrust matter.
$50
Cost of a Supreme Mind archetype simulation. Same strategic artifact, ~260× compression.
FRED
Grounded in a real cost pass-through: conspiracy-period prices compared to cost-predicted levels on public FRED series.
The Problem

Antitrust turns on the economists. The fight is the damages model: overcharge, cost pass-through, and class-wide impact.

Industrial-organization experts run six figures, and the case often lives or dies on the regression. You need to see the methodology attack early: the specification the opposing economist will use, where it is vulnerable under Daubert, and how common impact holds up under Comcast, not after the rebuttal report lands. Supreme Mind returns that analysis in ~60 to 90 seconds for $50 per simulation, so the trial team can pressure-test the model before it is served. The credentialed human still testifies; the first weeks of preparation do not have to wait.

The Exposure & Settlement Brief.
Four artifacts. One simulation.

Every archetype simulation produces the same structured brief. About 60 to 90 seconds of frontier-model reasoning. Every supporting quote is verified against the public record; what your trial team does with it is up to them.

01
Likely Opinion

The damages theory.

Written in the archetype's voice and methodological vocabulary. For a cartel-overcharge economist, the brief returns the damages theory the archetype would author: the reduced-form or structural specification it would run, the benchmark and pass-through assumptions it would defend, and the but-for overcharge it would put to the jury.

02
Cross-Examination Weaknesses

Where the model breaks.

A ranked list of vulnerabilities a competent opposing economist's counsel would target, with citations to the case file and the archetype's prior public record. Omitted-variable and demand-shock problems. Benchmark contamination. Pass-through assumed uniform across a heterogeneous class. Ordered by leverage.

03
Methodology Challenges

The Daubert attack surface.

FRE 702 / Daubert vectors on regression specification and pass-through assumptions, and a common-impact analysis under Comcast v. Behrend. Where the public record shows the archetype's prior methodology has been challenged or excluded, the brief cites the controlling ruling and predicts the likely posture here.

04
Settlement-Range Implications

Overcharge × affected commerce.

A directional settlement range built from the overcharge estimate applied to affected commerce, with trebling noted and explicit uncertainty. If common impact fails under Comcast, what happens to class exposure? If the model survives Daubert, what is the leverage? A partner-economics input, not a court-facing prediction.

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 real cost pass-through (conspiracy-period prices compared to cost-predicted levels on public FRED input-cost series) 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.

The Antitrust Library

The economists who decide antitrust cases. De-identified.

Antitrust cases run through a handful of economist types: cartel and common-impact, overcharge and pass-through, monopolization and market-definition, merger effects, and industrial organization. Each archetype is a de-identified composite of public-record antitrust economists, anchored to documented methods and prior testimony. Never a named individual.

A-001
Defense Cartel Econometrician
Attacks class-wide common impact: whether a single overcharge can be shown across every class member without individualized inquiry. Benchmark selection, but-for pricing, aggregate-damages rebuttal.
A-002
Plaintiff Common-Impact Economist
Builds the common-impact and predominance showing under Comcast v. Behrend, that a class-wide overcharge reached every member through a common methodology.
A-003
Overcharge & Pass-Through Economist
Estimates the cartel overcharge and its pass-through down the distribution chain to quantify class-wide damages.
A-004
Monopolization & Market-Definition Economist
Relevant product and geographic markets, SSNIP and hypothetical-monopolist tests, and monopoly power for Section 2 and merger-to-monopoly matters.
A-005
Merger & Competitive-Effects Economist
Unilateral and coordinated effects, merger simulation, and upward pricing pressure (UPP/GUPPI) for the merging parties or the government.
A-006
Industrial Organization Econometrician
Demand estimation and market structure with BLP-style models, the methodological deep end underpinning modern antitrust proof.
Grounded in the record

Public record. Real data. Bounded scope.

Each archetype is a probabilistic synthesis of how a class of antitrust economist testifies, anchored to the public record. The differentiator is grounding: a real cost pass-through analysis comparing conspiracy-period prices to cost-predicted levels on public FRED series, plus extraction from your uploaded case documents.

  • Cost pass-through grounding on public FRED input-cost series: conspiracy-period prices versus cost-predicted levels
  • Document upload & extraction from the case file, available to the analysis
  • Prior expert reports filed in publicly-docketed cases via PACER, RECAP, Bloomberg Law, Westlaw
  • Prior deposition and trial testimony through court filings and commercial transcript databases
  • Peer-reviewed academic publications for the academic-testifier subset
  • Daubert briefing and rulings that have addressed the methodology, including Comcast v. Behrend common-impact analysis
  • Practitioner publications from NERA, Cornerstone, and Brattle antitrust economists

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+
Economic-expert spend on a single contested antitrust matter through class certification and merits
~50%
Share of expert workflow that is preparation, not court-facing testimony
Automatic trebling of antitrust damages under the Clayton Act: the multiplier on every overcharge dollar
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 antitrust and competition practices. One named matter, your choice. Public-record data only, grounded on public FRED series. 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.