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Building AI Agents with MCP: Architecture, Security, and Enterprise Deployment
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Willow for security leaders

Let AI move fast, without losing control
Your teams are already using AI agents. They are connecting to Jira, GitHub, Slack, Salesforce, and internal systems with personal keys and ad-hoc setups. That creates risk you cannot see or prove.

What you care about

Control & enforcement

Know who has access to what, prove it, and revoke it fast. One place to approve, block, or shut down risky access.

Least privilege

App-aware permissions per agent and per action, not broad API keys. Every action tied to real employee identity with full audit trails.

No shadow AI

Detect unapproved agents, skills, and MCP connections in real time. Bring safe work into Wilow, stop the rest.

Full visibility

See every agent, tool, skill, and connection across the org. No more blind spots as teams plug Claude, Cursor, Copilot, and more into real systems.

Compliance-ready

SOC 2 Type II, enterprise-grade, and built for audits, incident response, and board-level reporting.

The problem

You have three bad options

01
Block it and push AI into the shadows
02
Allow it and hope nothing breaks
03
Build it internally and never finish at enterprise scale
Six people standing around a large table displaying an isometric map with trees, a house, campfires, and miniature figures.

The Willow approach

Willow is the fourth option. A secure basecamp that extends your existing identity system to AI agent work.

Integrates with Okta / Entra ID
Routes agent traffic through one controlled gateway
Enforces app-aware permissions
Runs approvals in Slack
Produces full audit trails + observability

Think of it as firewall rules for AI actions, with identity built in.

Three layers of control

Willow is the fourth option. A secure basecamp that extends your existing identity system to AI agent work.

1
Which tools an agent can access
2
What it can do inside each tool
3
When it is allowed to do it (policy + approvals)

Every action is tied to a real employee.
Everything is logged. Nothing is invisible.

Illustration of four people near a permit office building surrounded by pine trees and a drone flying nearby.

Connected 81 systems
to 21 agents in a few weeks

View Casestudy

Your agents are already in the wild.

Give them a Basecamp. Go from AI chaos to AI work, in minutes.