vExpertAI

Key Innovations & What's Next

Technical Innovations

First ACP + A2A + MCP Stack

Industry-standard multi-agent protocols

4 Fine-Tuned LLMs

Each specialist domain-optimized

MCP Tool Abstraction

Idempotent, structured, safe

Real Cisco Integration

Production routers in Azure

What Makes This Unique

Multi-protocol architecture with proper layer separation
Domain expertise through fine-tuning (not generic GPT)
Production-ready code running on real devices
Human oversight built into architecture (not optional)
Graceful degradation with automatic fallback

Not a Demo: This is production code solving real network problems

Future Enhancements

Phase 2 Plans

BGP route analysis
Security CVE automation
Multi-vendor support
Digital twin validation

Long-term Vision

Self-learning from incidents
Predictive maintenance
Auto-scaling agents
Cross-domain orchestration

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