Taking Control of AI: Self-Improving Multi-Agent AI Systems
George Polzer
Sr. Product Manager AI/ML | EU & US Go-to-Market / MVP Consultant | Emerging Tech - Agentic AI, Agent Ops Focus??
?? Announcing AI Agent Ops Alliance? (AOA) new "Taking Control of AI" series, AND, Special Interest Group launch ?? "Agentic BPM" part of the AOF framework led by Sundara Raja Perumal, PMP?, MBA as SIG Chair.
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??? "Agentic BPM" SIG Charter:
?? "Agentic BPM" represents a paradigm shift in operations management, delivering an enterprise-grade platform that seamlessly orchestrates people, processes, and AI technologies.
?? By implementing a distributed agent architecture with centralized governance, it transforms traditional operations into intelligent, automated workflows while maintaining human oversight and strategic control.
?? Core Architecture
1. Unified Control Layer
?? Centralized command center for all operational activities
??Real-time monitoring and analytics dashboard
??Intelligent resource allocation and load balancing
??Cross-functional process optimization engine
??Automated SLA management and compliance tracking
2. AI Governance Framework
??Enterprise-wide AI registry and asset management
??Automated shadow AI detection and prevention
??Real-time policy enforcement and compliance checking
??Comprehensive audit trails and usage analytics
??Risk assessment and mitigation protocols
3. Process Automation Engine
??ML-powered process mining and optimization
??Intelligent workflow orchestration
??Automated handoff management
??Exception handling and escalation
??Performance analytics and improvement suggestions
4. Data Management System
??Unified data fabric for structured/unstructured data
??Automated data quality management
??End-to-end data lineage tracking
??Advanced access control matrix
??Compliance and security enforcement
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?? If you are a domain expert and would like to propose a Agent Ops/Governance topic for a SIG, please contact me on Linkedin.
?? SIGs will be hosted on our new community platform at: https://lnkd.in/dNjiPUQh
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?? Agentic Systems are the future of AI - AI Agent Ops Framework? (AOF) Unlocks the Potential
? Join the industry's only dedicated AI Agent Ops / Governance Community: https://lnkd.in/dMDFZMJa