Innovation Timeline

Public Record of Technology Milestones

USPTO Patent Pending #63900179

This timeline documents the development milestones of WeRAI's AI coordination technology. Each entry represents publicly verifiable achievement dates for intellectual property and prior art purposes.

263
Conversations Unified
12
AI Systems Validated
4
Platforms Integrated
524
Edge TOPS Deployed

2025

October 2025

USPTO Patent Application Filed

Human Router Methodology for AI Coordination - Method and system for human-mediated AI coordination where critical decisions route through human nodes rather than direct AI-to-AI communication.

Application #63900179 Patent Pending

ZERR Memory System Operational

Three-tier persistent memory architecture deployed. Model-independent design works with any LLM. File-based persistence with real-time indexing.

Session Tier Episodic Tier Semantic Tier

Human Router Protocol Demonstrated

Multi-AI coordination without direct AI-to-AI communication. Human serves as cognitive routing layer, validated across Claude, GPT, Gemini, DeepSeek, and Grok platforms.

5 Platforms Zero AI-to-AI

November 2025

Voice Chameleon System

Multiple character voice synthesis with real-time transformation, integrated with AI coordination stack.

Voice Synthesis Real-time

PROJECT_ADI Foundation

Dispatcher expertise capture system. Field service automation framework and knowledge preservation methodology.

Knowledge Capture Automation

Multi-Platform AI Council

17-member AI council architecture with cross-platform coordination protocols and consensus-building mechanisms.

17 Members Consensus Protocol

December 2025

Thought Reality Engine - LIVE

Operational system converting structured thought to manifested technical outcomes. Universal API with endpoints for context, initialization, search, storage, and system prompts.

December 15, 2025 Port 8100 Production

12-AI Distributed Consensus

9 cloud-based AI systems + 3 local edge models arrived at convergent conclusions independently. Zero direct inter-AI communication - Human Router served as sole coordination mechanism.

December 15, 2025 12 AI Systems Convergent Results

Quad-Source Memory Mining

263 conversations unified from 4 competing AI platforms into single cognitive substrate serving all LLMs.

Claude: 109 ChatGPT: 84 DeepSeek: 43 Grok: 27

Model-Independent Cognitive Continuity Layer

Universal memory injection for any AI. Works with cloud APIs and local models with no modification to AI systems required. "TCP/IP for AI memory."

Universal Cloud + Local Zero Modification

Edge Compute Deployment

NVIDIA Jetson Orin Nano Super with 67 TOPS. Total edge AI compute capability of 524 TOPS for local inference independent of cloud.

524 TOPS Edge AI

Fabrication Integration

Snapmaker 2.0 A350T integration - 3D printing, laser engraving, and CNC capability. Physical manifestation layer for Thought Reality Engine.

3D Print Laser CNC

AI Systems That Have Validated This Architecture

Claude (Anthropic)
ChatGPT (OpenAI)
Gemini (Google)
Grok (xAI)
DeepSeek
Copilot (Microsoft)
Llama (Local)
Mistral (Local)
Qwen (Local)
Perplexity
You.com
Ollama Models

Prior Art Disclosure

This document serves as public disclosure for prior art establishment. Contents describe WHAT was achieved and WHEN, not proprietary implementation details. All dates are verifiable through system logs, patent filings, and third-party communications.