From Black Box to Glass Box
We build AI that works with humans, not around them. Transparent, explainable, and designed for California legal professionals.
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The First 20 Firms Change Everything
Adjudica.ai launched on . Founding Firms are already using AI-powered research across 3,400+ California Workers' Compensation cases. The first 20 California Workers' Compensation practices get early access and preferred pricing — locked in for life. Founding Member access extends through May 31, 2026.
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The Black Box Problem
Most AI operates invisibly. Professionals using these tools can't explain how outputs are generated — and that's a problem.
Black Box Decisions
Traditional AI tools don't show how they reach conclusions. The reasoning process remains hidden from professionals.
Unverifiable Outputs
Without source traceability, AI outputs cannot be independently verified. Professionals can't explain what they can't see.
Compliance Risk
Regulated industries require accountability. When AI can't explain itself, professionals bear responsibility for decisions they didn't make.
Eroded Trust
Professional work depends on trust. Black-box AI erodes it — with clients, colleagues, and regulators.
The Six Pillars of Glass Box AI
Our framework for transparent, human-first AI. These principles guide every product we build — built on California compliance standards.
Source Traceability
Every AI output links to its underlying sources. When Adjudica cites a QME report, it shows you the exact page. When it references the Labor Code, it points to the specific section. Information origin is always documented.
Decision Explainability
Reasoning is provided for each output. The logic behind every conclusion is visible — not buried in a neural network. You can follow the AI's reasoning step by step, just like you'd review an associate's work product.
Audit Capability
Complete logs are maintained for every interaction. Full documentation trails satisfy SOC 2, HIPAA, and California Bar requirements. Every decision, every recommendation, every action — recorded and reviewable.
Human Oversight
AI provides analysis and recommendations. Human decision-making authority is always preserved. This isn't a safety net bolted on — it's the architecture. Attorneys stay in control at every decision point.
Compliance Architecture
Designed from the ground up for HIPAA, SOC 2, and California Bar requirements. California Labor Code is hard-coded into every recommendation. Compliance isn't a feature we added — it's the foundation we built on.
Bias Transparency
Known limitations are documented. System constraints are disclosed. When the AI doesn't know something, it says so. No hallucinations dressed up as confidence. Honest AI is trustworthy AI.
Our Products
Three product lanes. One commitment: transparency in every layer.
Adjudica.ai
Augmented Intelligence for CA Workers' Compensation Attorneys
The legal AI that shows its work. Document intake, case timeline automation, and AI-assisted drafting — all with full transparency, source citations, and audit trails. Built specifically for California Workers' Compensation law.
- Intelligent document processing — 45+ CA WC document subtypes
- Automated case timeline generation with source citations
- AI-assisted brief and motion drafting — 50+ CA WC forms
- Full audit trail for every AI decision
- California Labor Code hard-coded into every recommendation
- Human-in-the-Loop at every decision point
- Ask Adjudica — free legal research across 3,400+ CA WC cases
Insurance Carrier Solutions
The Same Transparency, for the Other Side of the Table
Expanding the Glass Box framework to insurance carriers and defense attorneys. The same commitment to transparency, explainability, and compliance — applied to carrier-side workflows.
- Carrier-side document review and analysis
- Defense brief preparation with full citations
- Claims analysis with transparent reasoning
- Same Glass Box transparency framework
- Audit trails for regulatory compliance
- HIPAA and SOC 2 compliant infrastructure
Glassy — Personal AI
Your AI. Your Data. Your Life.
A cutting-edge personal AI assistant that integrates with your daily life and with Adjudica. Privacy-first architecture: your data stays yours. AI manages your sensitive information for you — without exposing it.
- Integrates with daily life and Adjudica workflows
- Architecturally enforced privacy — not just a promise
- PHI/PII stays under your control, always
- Personal knowledge management with AI
- Cross-platform — web, mobile, desktop
- Your AI learns your preferences, not your secrets
Transparency Isn't a Feature. It's the Architecture.
AI That Works With Professionals,
Not Around Them
Glass Box tools combine AI capabilities with human oversight. The professional remains the decision-maker throughout. This isn't a safety net bolted on after the fact — it's the foundation of every product we build.
- Human Control Preserved — AI recommends, you decide
- Augmentation, Not Replacement — AI handles routine, you handle judgment
- Verifiable Outputs — Every conclusion includes its sources
- Complete Documentation — Full audit trails, always
Every Decision. Every Time.
Pattern recognition, data extraction,
precedent matching
Professional judgment, context application,
ethical oversight
Professionally authorized, fully documented,
defensible output
Your AI. Your Data. Your Control.
Privacy isn't something we promise. It's something we architected.
Architecturally Enforced
PHI and PII are isolated at the infrastructure level. Your client data is never accessible to other users, other firms, or our team. Not by policy — by architecture.
No Model Training
Your data never trains our models. Period. Your case files, your strategies, your client information — none of it feeds into any AI model. What's yours stays yours.
Client-Level Isolation
Every firm's data is cryptographically separated. There's no shared database, no commingled data, no 'anonymized' pooling. Your practice is yours alone.
I practiced workers' compensation law in California for fifteen years. I saw firsthand how black-box AI fails attorneys — making decisions that can't be explained, producing outputs that can't be verified. That's why I founded Glass Box Solutions: to build AI technology that works the way California attorneys think. Transparent. Explainable. Human-first.
Join Our Founding Firms
The first 20 California Workers' Compensation practices get early access to Adjudica.ai with preferred pricing — locked in for life. Founding Member access through May 31, 2026.
Start free with the PD Calculator or Ask Adjudica — no signup required.
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