• AI Architecture 

• Intelligent Automation

•  Governance

•  Real-Time Systems
   

Company Information
 

Legal Name: Autonomic AI LLC

UEI: YAYREBPA5DP8

CAGE Code: 202Z5

Business Type: Small

BusinessLocation: Temecula, California

Website: https://www.autonomicaillc.com

Primary Contact: John M. Harby, CEO

Email: johnharby@autonomicaillc.com

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​Core Capabilities
AI Enterprise Architecture
•    Governed AI platform architectures
•    Agentic orchestration and lifecycle management
•    Explainable and auditable AI systems
•    Real-time intelligent decision systems

Autonomous Rule Generation
•    DSL-based autonomous rule generation
•    Canonical transformation pipelines
•    Policy-aware code generation
•    Deterministic validation workflows

Intelligent Messaging & Integration
•    Event-driven enterprise architectures
•    Kafka-based streaming platforms
•    Policy-bound message lifecycle management
•    Cross-platform integration and orchestration

Process Mining & Operational Intelligence
•    Process discovery and conformance analysis
•    Real-time operational monitoring
•    Governance and traceability analytics
•    Adaptive workflow optimization

Secure & Governed AI
•    Permission intersection enforcement
•    Message-level policy enforcement
•    Auditibility and lineage tracking
•    Least-privilege AI execution models
 
Differentiators
•    Novel architecture emphasizing auditsbility, governance, and correctness
•    Deep background in SOA, enterprise integration, messaging, and AI systems
•    Experience in healthcare, fraud detection, process mining, and regulated systems
•    Strong focus on explainable and policy-aware AI execution
•    Event-driven and horizontally scalable architecture patterns
•    CPU-efficient AI orchestration and low-energy infrastructure concepts
 
Relevant Technical Areas
•    Artificial Intelligence (AI)
•    Agentic Systems
•    Cybersecurity & Governance
•    Distributed Systems
•    Real-Time Event Streaming
•    Enterprise Integration
•    Code Generation & Automation
•    Process Mining
•    Explainable AI (XAI)
•    Intelligent Messaging Platforms
 
NAICS Codes
•    541511 – Custom Computer Programming Services
•    541512 – Computer Systems Design Services
•    541519 – Other Computer Related Services
•    541715 – Research and Development in the Physical, Engineering, and Life Sciences
 
Product & Service Codes (PSC)
•    7A20 – IT and Telecom – Application Development Software
•    7A21 – IT and Telecom – Business Application Software
 
Past Performance & Experience
Leadership and architecture experience across:
•    Federal healthcare initiatives
•    Enterprise integration and messaging systems
•    AI-enabled fraud and risk systems
•    Streaming data architectures
•    Large-scale enterprise software modernization
 
Mission Focus
Autonomic AI LLC develops governed, observable, and adaptive AI architectures designed for environments requiring correctness, traceability, resilience, and real-time decision support.
The company focuses on intelligent systems where governance, explainability, and operational integrity are foundational requirements rather than afterthoughts.