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features
design
support

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Description

Agent Control represents a groundbreaking open-source framework designed to manage the behavior of AI agents on a large scale, setting a new benchmark for governance in this domain. It addresses the issue of disjointed and hardcoded checks by providing teams with a unified governance layer that enforces regulations at each step, all managed from a single control interface that can be updated dynamically without altering the agent's underlying code. Developers can easily designate any function as governable by applying the control() decorator, thereby transforming key decision points within an agent into independently regulated control points, each equipped with its own governance policies. When a decorated function runs, Agent Control assesses the input or output against the prevailing policy and generates a response that could be to deny, steer, warn, log, or allow the action. If a denial occurs, the SDK triggers a ControlViolationError, preventing any unsafe actions from being executed. This separation of policies from the actual code empowers developers to strategically position control hooks, while policy teams determine the enforcement specifics of those hooks, ensuring a collaborative approach to governance. The flexibility and robustness of Agent Control make it an invaluable tool for organizations looking to standardize AI agent governance effectively.

Description

Willow serves as a comprehensive enterprise platform designed to manage AI agents, tools, MCP servers, skills, and plugins. It facilitates the connection of various agents like Claude, ChatGPT, Cursor, Codex, Gemini, n8n, and customized agents to internal frameworks and SaaS applications such as Jira, GitHub, Slack, and databases via an MCP gateway. Each agent is assigned a human-linked identity, specific permissions, and an audit trail for accountability. Security teams are tasked with establishing policies while employees have the ability to self-service approved connectors, skills, and plugins as needed. Among its features are shadow AI discovery, PII redaction, prompt-injection inspection, app- and action-level permissions, as well as integrations for SSO, SCIM, and RBAC with platforms like Okta, Entra ID, and JumpCloud. Additionally, Willow offers capabilities for SIEM export, token and cost tracking, and operates background agents to enhance functionality. The platform is accessible in various deployment models, including SaaS, dedicated cloud, or on-premises within a customer’s VPC. With a SOC 2 Type II attestation and compliance with GDPR, Willow has gained traction and is currently utilized in production by notable companies such as Wix, Innovid, and Riskified, ensuring it meets high industry standards. This versatility and commitment to security make Willow a robust choice for organizations looking to harness the power of AI responsibly.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Model Context Protocol (MCP) Yes 
Agent Development Kit (ADK) Yes 
Agent Search on Gemini Enterprise Agent Platform No 
Amazon Bedrock Yes 
Claude No 
CrewAI Yes 
Cursor No 
Databricks No 
Gong No 
Google Calendar No 
HubSpot AI No 
LangGraph Yes 
Linear No 
Microsoft Entra ID No 
Mistral NeMo Yes 
Notion No 
Slack No 
Strands Agents Yes 
Stripe No 
monday AI work platform No 

Integrations

Model Context Protocol (MCP) Yes 
Agent Development Kit (ADK) No 
Agent Search on Gemini Enterprise Agent Platform Yes 
Amazon Bedrock No 
Claude Yes 
CrewAI No 
Cursor Yes 
Databricks Yes 
Gong Yes 
Google Calendar Yes 
HubSpot AI Yes 
LangGraph No 
Linear Yes 
Microsoft Entra ID Yes 
Mistral NeMo No 
Notion Yes 
Slack Yes 
Strands Agents No 
Stripe Yes 
monday AI work platform Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

$0
Free plan: $0 forever, up to 15 users and 15 integrations, with unlimited tool calls. Enterprise pricing is annual per human seat with volume tiers; contact the vendor for a quote.
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) Yes 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person Yes 

Vendor Details

Company Name

Agent Control

Country

United States

Website

agentcontrol.dev/

Vendor Details

Company Name

Willow

Founded

2025

Country

United States

Website

withwillow.ai

Product Features

Alternatives

Alternatives