Openlayer vs. Willow Comparison


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About Openlayer is an enterprise AI governance platform that helps organizations discover, test, monitor, secure, and control AI systems from development through production. The platform brings AI evaluation, observability, governance, guardrails, compliance, gateway enforcement, and cost controls together in one place. Teams can evaluate LLMs, agents, RAG applications, and traditional ML systems using 175+ out-of-the-box evaluations across quality, safety, security, performance, cost, fairness, and compliance. In production, Openlayer provides end-to-end tracing and continuous monitoring of AI behavior, including prompts, responses, tool calls, agent workflows, latency, and cost. Real-time guardrails can detect and block issues such as prompt injection, jailbreak attempts, PII or PHI exposure, and other unsafe behavior before it reaches a model or end user. Openlayer Governance connects organizational AI policies to technical controls. Teams can maintain an AI inventory, assign own	About Willow is an enterprise platform for governing AI agents, tools, MCP servers, skills, and plugins. It connects agents such as Claude, ChatGPT, Cursor, Codex, Gemini, n8n, and custom agents to internal systems and SaaS tools, including Jira, GitHub, Slack, and databases, through an MCP gateway. Agents receive human-linked identities, scoped permissions, and audit trails. Security teams define policies, while employees self-serve approved connectors, skills, and plugins. Features include shadow AI discovery; PII redaction and prompt-injection inspection; app- and action-level permissions; SSO, SCIM, and RBAC with Okta, Entra ID, and JumpCloud; SIEM export; token and cost monitoring; and background agents. Willow is available as SaaS, dedicated cloud, or on-premises in a customer VPC. It holds SOC 2 Type II attestation, is GDPR-ready, and is used in production at Wix, Innovid, and Riskified.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Enterprise teams building, deploying, or governing AI systems, including AI and digital leaders, engineering and machine learning teams, security teams, risk and compliance leaders, GRC teams, data scientists, and finance teams. Openlayer is built for organizations that need to evaluate, monitor, secure, govern, and control LLMs, AI agents, RAG applications, and traditional machine learning systems across development and production.	Audience Enterprise security, IT, and AI enablement teams governing AI agent adoption.
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Supported	Pricing $0 Free plan: $0 forever, up to 15 users and 15 integrations, with unlimited tool calls. The in-app Team plan is available to organizations below 250 seats. Enterprise pricing is annual per human seat with volume tiers; contact the vendor for a quote. Free Version Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Openlayer Founded: 2021 United States www.openlayer.com	Company Information Willow Founded: 2025 Israel withwillow.ai
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Categories AI Agent Observability Supported AI Gateways Supported AI Governance Supported AI Guardrails Supported AI Observability Supported AI Usage Control Supported LLM Evaluation Supported LLM Routers Supported	Categories AI Agent Security Supported AI Control Planes Supported AI Governance Supported AI Usage Control Supported MCP Gateways Supported Shadow AI Detection Supported

Integrations GitHub Supported Slack Supported Amazon Bedrock Supported Azure AI Speech Supported Cursor Not Supported Great Expectations Supported Groq Supported IBM Watson Orchestrate Supported Jira Not Supported Label Studio Supported LangGraph Supported Microsoft 365 Copilot Supported Model Context Protocol (MCP) Not Supported Okta Not Supported OpenAI Supported OpenAI Agents SDK Supported OpenAI Codex Not Supported Palantir AIP Supported Snowflake Supported Unity AI Gateway Supported Show More Integrations View All 42 Integrations	Integrations GitHub Supported Slack Supported Amazon Bedrock Not Supported Azure AI Speech Not Supported Cursor Supported Great Expectations Not Supported Groq Not Supported IBM Watson Orchestrate Not Supported Jira Supported Label Studio Not Supported LangGraph Not Supported Microsoft 365 Copilot Not Supported Model Context Protocol (MCP) Supported Okta Supported OpenAI Not Supported OpenAI Agents SDK Not Supported OpenAI Codex Supported Palantir AIP Not Supported Snowflake Not Supported Unity AI Gateway Not Supported Show More Integrations View All 10 Integrations
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