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GAAS LAWDefence. Strategy. Outcomes.

About

The operational layer
for insurance defence.

GAAS LAW was built to solve a structural problem in insurance defence litigation: lack of visibility, consistency, and control across matters.

Deterministic AI — no hallucinations
Human approval required at every critical step
Every action fully audited

Section 1 — Positioning

Why this exists.

Insurance defence litigation is run on a patchwork of case management tools, spreadsheets, and individual discretion. Insurers outsource matters to panel firms but lose operational visibility the moment the file leaves their hands. Firms supervise by exception — relying on fee-earner recall, partner intuition, and monthly reports that arrive long after the decisions that mattered.

GAAS LAW replaces that fragmentation with a single operational layer. Every matter runs through the same workflow. Every output is explainable. Every action is auditable. Both sides — firms and insurers — see the same truth, at the same time.

This is not practice management. This is operational infrastructure.

Section 2 — Team & Advisory

Built by operators. For operators.

Leadership

Amo Singh

Founder · Director of AI & Digital Strategy

Founder-level operator leading AI product strategy, enterprise platform development and digital infrastructure design across regulated industries.

Designs and builds operational systems across housing, insurance, government and legal — including bespoke procurement platforms, programmatic search infrastructure (1,200+ routes) and conversion-optimised executive UX.

Architect of GAAS LAW: a deterministic, audit-first AI operating system for insurance defence and Web3 legal infrastructure. Combines product strategy, AI architecture, evaluation engineering and go-to-market into a single delivery stack.

Operates across the four pillars that define modern AI product leadership: technical foundations, strategy, measurement and execution — the skill set that drives the AI PM roles commanding $300K+ in 2026.

AI Product Leadership · 4 Pillars

Technical Foundations

  • AI Architecture
  • Context Engineering
  • Prompt Engineering
  • Model Selection

Strategy

  • AI Product Strategy
  • PRDs & Specs
  • Roadmapping
  • Go-To-Market

Measurement

  • Experimentation
  • Observability
  • Analytics
  • Evals

Execution

  • AI-Native Features
  • Project Delivery
  • Agent Implementation
  • Quality Standards

Advisory Board

Senior counsel · Three jurisdictions.

Independent advisors providing senior input on litigation operations, regulated digital infrastructure and cross-border legal-tech delivery. Advisory capacity only.

Mumbai, India

Aditi Iyer

Senior Counsel · Insurance & Regulatory

Former partner at a leading Indian commercial firm. 18+ years across complex insurance litigation, regulatory enforcement and large-scale defence panel operations.

Advises GAAS LAW on cross-border insurance defence practice patterns, panel governance, and operational benchmarks from the South Asian market.

Active investor and board advisor across the Indian legal-tech ecosystem.

  • Insurance Defence
  • Regulatory Enforcement
  • Legal-Tech Investing

New York, USA

Daniel Marek

Senior Litigation Operations Advisor

Former AmLaw 100 partner specialising in complex insurance defence, mass-tort coordination and litigation operations.

Built and ran in-house litigation-operations functions for two Fortune 500 insurance carriers, including matter triage, panel management and audit-ready reporting at portfolio scale.

Advises GAAS LAW on US carrier expectations, defence-counsel benchmarking and large-scale matter governance.

  • US Insurance Defence
  • Mass-Tort Coordination
  • Carrier Panel Ops

Tallinn, Estonia

Kristjan Tamm

Digital-Government & RegTech Advisor

Senior counsel with two decades inside the Estonian digital-government and e-Residency programmes. Worked on the regulatory frameworks that put national identity, court filing and regulated services online.

Independent advisor on regulated-industry digitisation, audit-by-design legal infrastructure and Web3 / tokenised-asset regulatory design.

Advises GAAS LAW on the operational and evidential standards that make a legal platform defensible to regulators and auditors.

  • e-Government Legal Infra
  • RegTech
  • Web3 Regulatory Design

Advisory capacity only · No client engagements created by advisor introductions

Section 3 — Belief Layer

What we believe.

Most legal AI focuses on predicting outcomes or generating documents.

The real challenge is different: ensuring matters are handled consistently, correctly, and transparently across teams.

That is the problem worth solving. That is what we built.

Section 4 — Platform Vision

One operating standard across complex regulated work.

GAAS LAW is being developed as a counsel-led legal workflow platform for complex regulated work, including insurance defence, litigation operations, Web3 legal infrastructure and tokenised asset workflows. The substrate is the same: structured matter triage, approval gates, audit-ready records and a compliance-aware operating model.

Explore Web3 legal services

Ready to see it?

See how a matter actually runs.

The demo is not a slideshow. It's the system handling a real matter end-to-end — with every agent output, every audit entry, and every human checkpoint visible.

Request Executive Demo

Deterministic AI · Human approval required · Every action audited