AWS re:Invent 2025 - Building Customer Trust with AI Agents: Transform Your MSP Operations (PEX318)

Transforming MSP Operations with AI Agents: Key Insights from AWS re:Invent 2025

The Evolution of Managed Service Providers (MSPs)

• MSP operations have evolved from standardization in the 1990s to DevOps in the 2000s and 2010s
• The next phase of evolution is driven by AI and agent-based automation, which can significantly transform MSP operations

AI-Powered Automation Use Cases for MSPs

• AI Ops: Automating incident management, event management, and problem management
• Dynamic Runbook Generation: Automatically generating remediation steps based on incident context
• Root Cause Analysis: Using AI to quickly identify the root cause of issues
• Knowledge Base Management: Consolidating and automating access to dispersed knowledge
• Smart Companion: Empowering Level 1 support to resolve tickets without escalation

Quantified Benefits of AI-Driven MSP Transformation

• 45% reduction in average tickets requiring manual intervention
• 30% average cost reduction for customers
• 60% improvement in first-touch resolution rate, leading to higher customer satisfaction

AI Ops: Automating Incident Management

• Supervisor agent orchestrates specialized agents to handle different aspects of incident response
• Agents leverage real-time AWS documentation to ensure accurate and up-to-date troubleshooting
• Multi-agent coordination with context enhancement ensures the right actions are taken
• Robust safety mechanisms, including supervisor validation, prevent unintended actions

Cost Optimization with AI-Powered Smart Companion

• AI agent understands natural language queries about cost and usage
• Dynamically selects the appropriate AWS APIs to retrieve relevant cost data
• Formats the response in a business-friendly way, reducing the need for human intervention
• Provides recommendations for cost optimization, such as right-sizing, savings plans, and reserved instances

Accelerating MSP Transformation with AI

• AWS provides two options for MSPs to leverage AI-driven automation:
  1. Access to open-source code samples and guidance for building in-house solutions
  2. Recommended ISV solutions with AWS funding support for MSP partners

Key Takeaways

• AI and agent-based automation can significantly streamline MSP operations, reducing manual effort and improving customer satisfaction
• Comprehensive safety mechanisms, including supervisor validation and knowledge-based constraints, are crucial for production-grade AI automation
• MSPs can either build their own AI-powered solutions or leverage AWS-recommended ISV offerings with funding support
• Quantified benefits include 45% reduction in manual tickets, 30% cost savings for customers, and 60% improvement in first-touch resolution