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The biggest market nobody is serving.

5.1 billion people have unmet justice needs. The global legal services market is worth over $1 trillion. din.org is building the infrastructure to serve both — with AI.

$1.1T

Global legal services market size

Statista / Grand View Research

5.1B

People with unmet justice needs worldwide

World Justice Project

$11B

Harvey AI valuation — legal AI is proven

CNBC, March 2026

Why now

Three forces converging at once.

AI reasoning is ready

Large language models can now analyze legal documents, cite statutes, and produce reasoned arguments at expert level.

Courts are collapsing

55.8M cases pending in India. 80M in Brazil. 29.8 months to trial in the U.S. The system cannot scale.

Regulation is catching up

The EU AI Act, UK judiciary guidance, and international arbitration conventions now provide a legal framework for AI-powered dispute resolution.

Our thesis

Don’t fix the system. Replace it.

Most legal AI startups are building tools to help lawyers work faster — better search, faster drafting, smarter document review. They are optimizing a broken machine. din.org takes a fundamentally different approach: the system itself is so deeply flawed that incremental improvements cannot fix it. It must be replaced.

When 5.1 billion people have no access to justice, when a median contract dispute costs $91,000, when judges spend four minutes per case — the answer is not a better search bar for lawyers. The answer is a new system built from scratch, designed for scale, speed, and fairness from the ground up.

This is what separates din.org from every other legal AI company. They help lawyers. We replace the need for the entire traditional process.

The perception gap

People think courts work. They don’t.

What people believe

  • A judge carefully reads every document
  • Each case receives thorough, individual attention
  • Legal reasoning is rigorous and consistent
  • The system delivers fair outcomes
  • Justice is available to everyone

What actually happens

  • Judges handle 388+ cases per year — 4 minutes per hearing
  • Thousands of pages of evidence go unread
  • Decisions are rushed, inconsistent, and influenced by fatigue
  • 3,500+ wrongful convictions exposed in the U.S. alone
  • 92% of low-income Americans lack adequate legal help

People who have never been through the legal system believe their case will receive careful, thorough attention. People who have been through it know the truth: it is overwhelmed, underfunded, and structurally incapable of delivering what it promises.

AI will not be perfect either. But it will read every document. It will consider every piece of evidence. It will not get tired at 4pm on a Friday. It will not carry bias from the previous case. And it will produce a fully cited, reasoned ruling — every single time. Not perfect, but dramatically better than a system that was never designed for the scale it now faces.

The opportunity

Own the infrastructure layer of global dispute resolution.

din.org is not a legal chatbot. It is a complete court system — filing, counsel, evidence, cross-examination, ruling, and appeal — delivered end to end by AI. The first company to build this infrastructure captures a category that does not yet exist.

Business model

Token-based. Scalable. High-margin.

Token packages

Users buy token packages (50–750 tokens) and spend them on participants, evidence, expertises, and appeals. No subscriptions, no recurring churn risk.

Near-zero marginal cost

Each additional case costs only API compute. No judges to hire, no courtrooms to rent, no clerks to manage. Gross margins above 80% at scale.

Enterprise contracts

E-commerce platforms, insurance companies, and legal service providers resolve thousands of disputes monthly. Volume pricing creates predictable, recurring revenue.

Network effects

Every ruling creates precedent data. More cases improve AI accuracy. Better outcomes attract more users. The flywheel accelerates with scale.

Competitive moat

Why din.org wins.

Full-stack court

Not a chatbot. Not a document tool. A complete end-to-end court process — the only one of its kind.

Live cross-examination

Simultaneous video questioning of all parties by an AI judge. No other platform does this. It is din.org's core differentiator.

Human appeal layer

Every AI ruling can be appealed to human arbiters. This makes din.org enforceable under international arbitration law.

172-country enforcement

Rulings are enforceable under the New York Convention in 172 countries — the same framework used by traditional arbitration.

Precedent database

Every case builds a proprietary legal reasoning dataset. This compounds over time and becomes an unassailable competitive advantage.

First mover

There is no AI court. din.org is defining a new category — the company that builds it first sets the standard.

$1.1T

Total addressable market

80%+

Gross margin at scale

172

Countries for enforcement

0

Direct competitors

Market segments

Multiple billion-dollar verticals.

$6.3T global e-commerce

E-Commerce & Marketplaces

Amazon, eBay, and Shopify sellers handle millions of disputes yearly. din.org replaces manual review with binding AI arbitration.

$7.1T global premiums

Insurance

Claims disputes cost insurers billions in legal fees and delays. AI arbitration resolves them in hours at a fraction of the cost.

1.57B freelancers globally

Freelance & Gig Economy

Payment disputes, scope disagreements, and contract conflicts — all too small for traditional courts, perfect for din.org.

$32T in global trade

International Trade

Cross-border commercial disputes take years and cost hundreds of thousands. din.org resolves them in days for under €500.

Founding team

Operators, not academics.

MM

Michael Marcovici

Co-Founder

Serial entrepreneur and inventor. Former operator of the world’s largest eBay power-selling enterprise. Holder of international patents in electronic payment systems and trading technology. Active in crypto since 2013. Author and recognized contemporary artist.

RS

Raphael Spannocchi

Co-Founder

Web3 growth strategist and DAO governance expert. Co-Founder & CGO at Upptic, driving 50M+ players annually. Former Senior GameFi Researcher at Cointelegraph Research. Deep expertise in decentralization and legal frameworks for digital organizations.

Roadmap

Where we are. Where we’re going.

Phase 1

Foundation

  • +Core platform architecture
  • +AI judge reasoning engine
  • +AI lawyer assistant
  • +Token-based billing system

Phase 2

Launch

  • +Public beta launch
  • +Live video cross-examination
  • +ID verification integration
  • +First 1,000 cases

Phase 3

Scale

  • +Enterprise API & partnerships
  • +Multi-language support
  • +Human appeal arbiter network
  • +10,000+ cases/month

Phase 4

Dominance

  • +Marketplace & insurance integrations
  • +Precedent database licensing
  • +Regional compliance certifications
  • +100,000+ cases/month

Join us in building the court the world needs.

We are raising our next round. If you believe justice should be fast, fair, and accessible to everyone — let’s talk.