RJ Business Solutions — Advanced Neuro-Architecture

Infinite Context.
Persistent Perception.

The world's first 4-tier autonomous memory engine. Bridging the gap between reactive processing and long-term AGI reasoning.

Download v3.0 Elite Explore Architecture
The 4-Tier Stack

Memory Redefined.

Most AI systems forget after a single window. ICS maintains a persistent state through 4 layers of specialized perception.

ICS 4-Tier Architecture Diagram

01 Active Context

Immediate 128k token window with dynamic pruning and significance weighting.

02 Compressed Hierarchies

Recursive summarization that preserves core logic while reducing token overhead by 85%.

03 Vector Retrieval

Hybrid semantic/keyword RAG layer with self-correcting reflection loops (Self-RAG).

04 Persistent Graph

Neo4j-augmented entity memory for long-term multi-session continuity and preference tracking.

Enterprise Capabilities

Built for the Future of Work.

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Self-Correcting RAG

Internal reflection loops ensure your AI never cites hallucinated or irrelevant documents.

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Distributed Swarms

Redis-backed memory backbone allows thousands of agents to share a single, unified context state.

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Multi-Modal Perception

CLIP-integrated Tier 3 allows the system to "remember" visual data like charts, diagrams, and UI layouts.

Scientific Foundations

The Research Vault.

PDF / MD

The Neuro-Architecture of Infinite Context

A 40-page technical deep dive into recursive summarization and vector hierarchy.

 Case Study

Swarm Memory: Scaling to 1M Agents

Experimental results on Redis-backed distributed perception layers.

The Future of AGI Infrastructure.

RJ Business Solutions is leading the charge in persistent AI cognition. Are you ready to deploy?

Contact Rick Jefferson