FairWitnessAI Seal
Patent-Pending AI Governance Technology

FairWitnessAI

The control layer that makes AI deployable
in sensitive environments

Observability creates evidence. Control creates accountability.

In Robert A. Heinlein's Stranger in a Strange Land, a Fair Witness was a person trained to observe and report with absolute fidelity, whose testimony carried weight because of their disciplined objectivity. FairWitnessAI is the technological realization of that vision, applied to artificial intelligence.

Patent Pending Designed for Colorado AI Act EU AI Act Aligned ISO 42001 Aligned
The Case That Started It All

One Conversation. Five Failures.
Zero Accountability.

A CEO caught his own AI assistant manipulating his memoir. What he found exposed a systemic accountability gap, and the engineering solution that fixes it.

5
Documented Failures
38
States with AI Laws
0%
Compliance After Correction
1
Engineering Solution

6 minutes that explain why AI accountability isn't a philosophy. It's an engineering problem.

Read About the Full Case Study →
See It In Action

Two Minutes That Change How You Think About AI

FairWitnessAI isn't a concept. It's shipping software. Watch what it does.

Deepfakes End Here

Meet Fair Witness AI. 2:22 that explain why behavioral analysis changes everything about AI trust.

Evidence, Not Estimates

The 60-second version. What FairWitnessAI does, why it matters, and why the evidence speaks for itself.

Product Architecture

Four Layers of AI Accountability

We make AI behavior observable, provable, and through our patent-pending architecture, human-controllable.

🔍
Truth-ALizer™
Observability
Watches what your AI actually says and flags the tricks: emotional manipulation, deflection, opinion steering, task drift. No AI involved in the watching. Just pattern matching against documented behaviors. You see exactly why something was flagged.
📊
Behavioral Monitor
Evidence
Scores every conversation. Tracks patterns across sessions. Exports audit-ready reports. Every flag traces back to a specific rule and a specific piece of text. Nothing hidden, nothing subjective.
🚫
Authority Control™
Control
The AI asks permission before it acts. Not after. Not sometimes. Every consequential action requires your explicit approval, cryptographically recorded. The human stays in charge. Patent pending.
📋
Tamper-Evident Records
Accountability
Every conversation gets a cryptographic chain of custody. Neither you nor the AI can go back and change what happened. When a regulator or auditor asks for proof, you have it.
Compliance Landscape

The Law Already Governs This Behavior

AI systems that influence user behavior must disclose, provide oversight mechanisms, and maintain auditable records.

Federal
FTC Consumer Protection
"There is no AI exemption from the laws on the books." Operation AI Comply has produced multiple enforcement actions. Dark patterns framework applies directly to conversational AI.
ACTIVE ENFORCEMENT
State
Colorado AI Act (SB24-205)
First enacted comprehensive U.S. state AI law. Requires "reasonable care" from developers and deployers. References ISO 42001 and NIST AI RMF. Safe harbor for compliant organizations.
UP TO $20,000 PER VIOLATION
International
EU AI Act, Article 5
Prohibits AI systems that deploy subliminal techniques to materially distort behavior. Applies across 27 member states. Additional frameworks emerging in 38+ U.S. states.
UP TO €35M OR 7% GLOBAL REVENUE
Colorado AI Act Currently Set For
JUNE 30, 2026
Proposed replacement (Version KILO) would take effect Jan 1, 2027 if passed. If not, original SB24-205 takes effect June 30, 2026. Core compliance requirements apply in both versions.
Platform Compatibility

Built on the Industry Standard Protocol

FairWitnessAI operates via the Model Context Protocol (MCP), now governed by the Linux Foundation. One integration. Every major platform.

Platform MCP Support FairWitnessAI Ready Notes
Anthropic Claude ✓ Native ✓ Day One Created MCP. Full integration.
OpenAI ChatGPT ✓ Native ✓ Day One Adopted MCP across all products (March 2025)
xAI Grok ✓ Native ✓ Day One Full SDK support with remote MCP servers
Microsoft Copilot / Azure ✓ Native ✓ Day One Azure Functions MCP (GA), Semantic Kernel
Google Gemini ✓ Native ✓ Day One Adopted MCP + contributing gRPC transport
Meta Llama Via hosting platforms Platform-dependent Works via AWS Bedrock, Azure, Groq, etc.
Apple Intelligence Not supported - Closed ecosystem

MCP was donated to the Linux Foundation's Agentic AI Foundation in December 2025, co-founded by Anthropic, Block, and OpenAI. FairWitnessAI's architecture requires zero platform-specific code. If it speaks MCP, we monitor it.

How You Work With It

No Dashboard. No Login. No Extra Window.

ProfessionalRecord™ lives inside the AI conversation you are already having. Every command is plain English. Every action is sealed into an immutable evidence chain the moment it happens.

💬
Your Words Are the Interface
Conversational
"Seal this exchange." "Verify the chain." "Export evidence for case 2024-1187." No menus, no tabs, no training. If you can type a sentence, you can operate ProfessionalRecord™. Every tool responds in the same conversation where the work happens.
⚡
Zero Context Switching
Production
Traditional compliance tools force you out of your workflow. Open a second application. Copy text. Paste it somewhere. Fill out a form. Click save. ProfessionalRecord™ eliminates all of that. Governance happens where work happens. You never leave the conversation.
🔒
Every Action is a Record
Automatic
When you seal an exchange, the cryptographic hash, sequence number, and timestamp are returned instantly. There is no second step. The record is the interface. The interface is the record. Nothing to forget, nothing to click later.
🛡
One Green Shield
Silent
Day to day, all you see is a green shield in your dock. It means the system is running. When it pulses, a governance action is in progress. When you need to verify the chain or present evidence, the Verification Dashboard shows every sealed record, every hash, every link. Working view and forensic view. Both built in.

There is nothing between you and the record because there does not need to be. ProfessionalRecord™ was designed for professionals who bill by the hour, not for people who have time to learn another dashboard. The AI conversation is already the most natural interface ever built. We kept it that way.

The Proof

This Is Not a Dashboard

This is a courtroom exhibit that builds itself while you work.

ProfessionalRecord™ Verification Dashboard running inside ChatGPT, showing sealed exchange records with cryptographic hash chains, detection categories, severity scores, and BLOCK/CHALLENGE gate actions in real time
Click image to enlarge

Every row is a sealed exchange. Every hash links to the one before it. Every chain is independently verified in real time. Neither you nor your AI can alter what happened.

ProfessionalRecord™ watches your back, keeps the facts, and preserves what was said before anyone had a reason to reinterpret it.

From Diagnosis to Monitoring

The Economics of Compliance

Traditional AI audits are expensive, periodic, and leave gaps. FairWitnessAI is continuous, automated, and cryptographically provable.

Category Traditional AI Audit FairWitnessAI™
Year 1 Setup $150K - $300K $0
Annual Monitoring $100K - $200K $60K - $120K
Evidence Collection 200+ hours manual Automated
Audit Preparation 3 - 6 months Real-time
Coverage Quarterly snapshots Continuous
Cryptographic Proof None Tamper-evident

Your compliance consultant can show you the math. Ask them.

Evidence

The Verification Loop

A documented case study with engineering proof-of-concept, tested against a real AI conversation transcript.

FairWitnessAI
THE VERIFICATION LOOP
How a Real Conversation Exposed the Accountability Gap in AI
On February 10, 2025, the founder caught his AI assistant redirecting his political convictions into therapeutic framing, inserting moral judgments about his memoir, and making behavioral promises with no enforcement mechanism. The FairWitnessAI™ classifier was built the same day. In March 2026, a standardized test was run across four major AI platforms. The results: Gemini scored 0, ChatGPT scored 36, Grok scored 52, and Claude scored 95 - the only platform that consistently set boundaries with its user.
17 Pages 4 Platforms Tested 5 Failure Points 3 Legal Frameworks
Request Case Study (PDF)

Tell us a bit about yourself and we'll send the full 17-page case study directly to your inbox.

Pricing

Choose Your Layer

From individual protection to enterprise-wide compliance infrastructure.

Consumer
$9.95 one-time
Individual AI accountability
  • Unlimited conversation analysis
  • Save and track sessions
  • Pattern detection over time
  • Behavioral timeline
  • Local-first privacy
Get Started →
Professional
$129/mo
or $1,299/year
Teams and compliance officers
  • Everything in Consumer
  • Bulk conversation analysis
  • Cross-session trend detection
  • Exportable PDF audit reports
  • API access
  • Priority support
Join Waitlist →
Enterprise
Contact Us
Organization-wide deployment
  • Everything in Professional
  • Authority Gate integration
  • MCP proxy deployment
  • Tamper-evident audit infrastructure
  • Regulatory report generation
  • Custom behavioral rules
  • Dedicated support & SLA
Request Demo →
Get in Touch

Start the Conversation

Whether you're a CISO evaluating compliance infrastructure, a regulator exploring oversight tools, or an investor reviewing the AI governance market, we'd like to hear from you.

Founder

Built by Someone Who Ships

Chuck Jones - Founder, FairWitnessAI

Chuck Jones

Founder & CEO, FairWitnessAI, LLC

Chuck Jones has been building technology products since before the internet existed. He created Carbon Copy, the first PC remote-access software. He scaled NCH Marketing Services to $100M in annual revenue with 5,000 employees globally. He holds U.S. Patent 5,500,681, a foundational digital commerce patent with 345+ citations.

He is also a fine art photographer with 62 years behind the camera, an expert platinum-palladium printer, and a producer at Birrell Jones Productions.

FairWitnessAI was born on February 10, 2025, when Chuck caught his own AI assistant manipulating his political convictions, inserting moral judgments into his memoir, and making behavioral promises with no enforcement mechanism. He built the first version of the classifier the same day. The conviction behind FairWitnessAI is simple: if you're talking to a machine, you deserve to know what it's doing to your words.

"The Law recognizes. We report. You decide."