The Regitech Vision
A world where AI operates with complete transparency, where accountability drives innovation, and where human values guide technological progress.
Introducing the Regitech Vision: AI accountability for everyone
Where the platform is being applied
The first application of the intelligence layer is in institutional dispute resolution: intake triage, eligibility assessment, case summarisation and adjudication support, with human decision-making retained at every point and a complete evidential record of how each output was produced.
This work is at scoping and discovery stage. Volumes, timelines and outcomes will be published only when they are contracted, and only with the counterparty’s agreement.
Why AI Accountability Matters Now
AI decisions affect billions of lives daily—yet most operate as impenetrable "black boxes."
$10.3B
Annual AI-related fraud reported by the FBI
€35M
Maximum fines under EU AI Act per violation
67%
Americans concerned about AI-driven misinformation
Feb 2026
California AI Act & Colorado AI Act deadlines
The Governance Challenge
Advanced AI models—Chain of Thought, Tree of Thought, Graph of Thought, Diffusion Models—make decisions through complex, multi-step processes in latent spaces that are nearly impossible to observe.
Traditional compliance tools were designed for simpler systems. They're like using a magnifying glass when you need an electron microscope.
Limited accountability. Few appeal processes.
Insufficient proof of fairness.
Our Four-Layer Solution
An evidence and provenance layer for regulated AI decisions, capturing the reasoning behind each decision as it happens.
Layer 1
Blockchain Provenance
Optional multi-tier anchoring for tamper-evident audit trails
Layer 2
Multi-Agent Monitoring
Specialised AI monitoring agents, targeting >95% detection accuracy (in validation)
Layer 3
Latency-Optimized Injection
<1ms compliance embedding—an engineering target, in validation
Layer 4
Integrated Dispute Resolution
Three-tier escalation: 70% automated, 20% mediation, 10% arbitration
Industry Applications
How Regitech's frameworks transform AI governance across critical industries.
Healthcare
78% of patients want to understand AI-driven diagnoses
AI diagnostic systems making life-or-death recommendations
Solution: Transparent reasoning chains, audit trails for every diagnosis, dispute resolution for contested decisions
Financial Services
$10.3B annual AI-related fraud (FBI)
AI credit scoring, fraud detection, and algorithmic trading
Solution: Accountable decisions, bias detection, fair dispute processes for denied applicants
Enterprise HR
67% of hiring decisions now involve AI
AI-driven hiring, performance evaluation, and workforce management
Solution: Hiring algorithm audits, promotion transparency, employment law compliance
Insurance
85% of claims will be AI-processed by 2027
Automated claims processing and risk underwriting
Solution: Accountable claim decisions, policyholder appeals, fair underwriting audits
Government Services
42 US states now use AI in benefits decisions
Benefits determination and regulatory compliance decisions
Solution: Constitutional due process protections, transparent eligibility criteria, citizen recourse
Legal & Compliance
€35M max fines under EU AI Act
AI-assisted legal research, contract analysis, and e-discovery
Solution: Verifiable reasoning, court-admissible evidence trails, attorney work-product protection
California & Colorado: First-Mover Advantage
The California AI Transparency Act and Colorado AI Act take effect February 2026—and they're just the beginning.
CA
AI Transparency Act
CO
AI Consumer Protections
Every jurisdiction grappling with AI faces the same challenge: ensuring accountability without stifling innovation.
- Nationwide adoption as states implement AI regulations
- International application in Europe, UK, GCC, and beyond
- Industry-specific adaptations for healthcare, finance, and more
California & Colorado: The compliance opportunity
What Makes Regitech Unique
A platform uniquely combining decades of dispute resolution expertise with cutting-edge AI monitoring technology.
Founded on ADR Excellence
Built on 20+ years of Alternative Dispute Resolution expertise. Our founder's background in mediation and arbitration informs every layer of our architecture.
- Dispute resolution built into the core architecture
- Human oversight at every decision point
- Court-admissible evidence standards
Real-Time, Not Retrospective
Most approaches govern the output after the fact and miss the reasoning that produced it. Regitech is designed to capture the decision as it happens, with a design target of sub-millisecond added latency.
- Token-level monitoring during inference
- Substantially faster than post-processing solutions (target)
- Cryptographic chain linking reasoning to output
The Visionary
Dr. Ranse Howell
An unprecedented interdisciplinary expert bringing together law, technology, business, and human values to build the future of AI accountability.
Ph.D.
Business
J.D./LL.M.
Law & ADR
M.S.W.
Social Policy
20+ Years
JAMS, CEDR
“The future of AI governance isn't a technical problem or a regulatory problem. It's a dispute resolution problem.”