Investor Thesis
originating institutional returns
Litigation as a manufactured asset class. Junto builds the case, funds the case, and prosecutes the case — then feeds what it learns back into the machine.
Litigation finance has evolved into an institutional allocation class but lacks controlled origination. Most funds deploy capital into externally sourced cases with fragmented preparation and variable execution. Junto inverts that model.
The platform originates claims, engineers proof before filing, aligns capital internally, and executes through standardized trial methodology. Each case becomes an engineered asset. Operational intelligence feeds back into origination and deployment, improving efficiency across engagements.
The compounding advantage is structural rather than speculative. Returns follow from disciplined process control.
Downstream Selection Is a Losing Game
The first generation of litigation finance proved the thesis: lawsuits can be financed systematically. But the operating model remains structurally flawed. Funders sit downstream from lawyers, seeing only the deal flow lawyers choose to show them. Acceptance rates hover at 3–5% of formal requests — not because 95% lack merit, but because the input stream systematically excludes the highest-quality opportunities.
Throughput is constrained by diligence friction, proof-readiness, and legal-team quality — not by the availability of money. Even excellent underwriting cannot fix a contaminated input stream.
Three Pillars. One Platform.
Junto is a litigation venture studio with a captive fund. The fund deploys capital. The studio produces deployable assets. The architecture separates capital stewardship from asset creation, preventing conflicts of interest while compounding informational advantage with each matter processed.
Non-recourse lender. Does not control legal strategy; underwrites economic risk. Capital disbursed in milestone tranches tied to case progress — filing, survival of motion to dismiss, close of discovery, pretrial conference. European waterfall: LPs receive 100% of distributions until capital plus preferred return is recovered.
The engine of the platform. Engineers investment-grade litigation assets from raw signals of misconduct. AI-native workflows produce fact chronologies, liability theories, evidentiary maps, and damages models. Output is an Outline of Proof — mapping each legal element to evidence, custodians, and compulsion paths before fund capital is deployed.
A Guild of affiliated lawyers and firms. The Concierge provides operational infrastructure — paralegal support, discovery management, document review, and AI tooling — to execute engineered cases at scale. Each matter generates operational data that feeds back into the Venture Studio.
The integration of these three pillars is the moat. Each generates intelligence that improves the others — a flywheel that compounds over time and creates barriers to entry that capital alone cannot replicate.
Underwriting Procedure, Not Verdicts
Traditional litigation finance underwrites outcomes — the probability and magnitude of a favorable verdict at some uncertain future date. That structure creates duration risk and binary outcome exposure.
Junto underwrites procedure. Complex federal litigation contains procedural forcing functions that compel engagement and create settlement leverage independent of a jury verdict. The most critical is survival of a motion to dismiss. When a case is architected with proof-first discipline, it is built to survive that threshold on the strength of the record.
The leverage shift at that moment is decisive. The defendant faces discovery, escalating cost, and reputational exposure. Early resolution becomes the utility-maximizing outcome.
Speed Dominates Returns
Time is the rake. Every month a case drags, discovery costs burn capital, witnesses fade, and defendants weaponize delay. Procedural velocity is the single largest lever on IRR.
IRR Impact of Speed — 2.2× Multiple, 85% Success Rate
| Resolution Time | IRR | vs. 60-Month Baseline |
|---|---|---|
| 6 months | ~340% | +317pp |
| 18 months | ~52% | +29pp |
| 24 months | ~37% | +14pp |
| 60 months | ~23% | Baseline |
Moving from 3 years to 1.5 years roughly doubles IRR. Speed often exceeds the impact of improving success rate or multiple.
95–98% Cost Collapse
Not “Do you use ChatGPT?” — but workflow integration into litigation data architecture. Modular proof architecture. Computational document analysis. Template-driven motion practice. Automated discovery response.
The moat is not the technology. The moat is the workflow that permits technology to be used as designed.
Triple-Key Deployment
No capital is deployed unless three independent parties approve. The person selecting the case is not the person writing the check, and neither can override the independent ethical gatekeeper.
Projected duration, ROIC, counterparty risk, concentration limits.
Executing firm commits its own fee revenue on contingency — a substantial co-investment that aligns incentives.
Independent retired federal judge reviews for conflicts and compliance. Holds a hard veto regardless of projected return.