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From Playbook to Platform: Supervaize Makes McKinsey's Agentic AI Operations Vision Real

November 4, 2025·2 min read·By Alain Prasquier

Originally published on LinkedIn.


From Playbook to Platform: Supervaize Makes McKinsey's Agentic AI Operations Vision Real

In its recent report "Deploying Agentic AI with Safety and Security: A Playbook for Technology Leaders," McKinsey highlights a challenge every organization will soon face:

How do we safely deploy, govern, and scale autonomous AI agents in the enterprise?

This question captures the defining tension of the next decade in AI — empowerment vs. control.

At Supervaize, we are building the platform that operationalizes those principles — giving managers, compliance teams, and non-technical users real visibility and control over their agentic workforce.

🔍 McKinsey's Core Message

McKinsey's playbook outlines the "must-haves" for safe and resilient agentic AI:

✅ Governance & auditability — accountability for autonomous decisions

✅ Observability & control — prevent AI "black boxes"

✅ Security & resilience — protect enterprise data and workflows

✅ Interoperability — ensure agents collaborate safely across systems

These are not abstract principles — they are operational necessities.

But in most organizations, the tooling to enforce them simply doesn't exist yet.

🛠️ How Supervaize Turns Strategy Into Action

We're the first AI agent management platform designed for non-technical teams, giving business operators the ability to:

🖥️ Monitor AI agents in real time — actions, costs, and performance

🧍‍♂️ Maintain human oversight — "hands on the wheel" control

🔍 Ensure full auditability — every interaction is traceable and compliant

🤝 Orchestrate hybrid teams — humans + agents collaborating in one workspace

🔐 Protect enterprise systems — role-based access and secret management

Supervaize bridges the gap between McKinsey's strategic playbook and practical execution — delivering the control layer enterprises need.

💬 In short:

McKinsey wrote the playbook.

Supervaize is building the platform that makes it real.

Because the future of work isn't just autonomous — it's accountable.

Alain Prasquier is the founder of Runwaize.