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AI Management Systems

How to ensure successful MCP and AI agent adoption in your organisation

AI agents often fail due to poor user adoption, not technical issues. This tutorials shares how to ensure successful MCP implementation through effective tool discovery, transparent processes, and structured user onboarding for maximum ROI.

Scott Bowler

Principal Consultant at Clear
Expert advisor
Shadow AI – a growing risk (and opportunity) in your business
Shadow AI, the use of AI tools by employees without approval, affects over 70% of organisations, creating serious security and compliance risks. However, if properly managed using an AI Management System, shadow AI can highlight legitimate business needs that aren’t being met that could create new opportunities for growth.
Why do I need an AI Management System?
An AI Management System (AIMS) delivers ROI through three key benefits: cost reduction across AI tool use, risk mitigation from compliance and security threats, and revenue enhancement through systematic identification of high-impact AI opportunities.
What is an AI Management System?
An AI Management System, such as Clear, is a tool that helps organisations safely adopt and scale the use of AI. It brings together policy, oversight, usage tracking, and support to ensure AI delivers value without creating risk.