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What is Openlayer?

Openlayer is an AI governance and observability platform that helps enterprises evaluate, monitor, and control both traditional ML and generative AI systems. The platform is designed for modern AI environments that include LLM applications, RAG pipelines, agentic systems, and complex multi-step workflows. Openlayer provides more than 100 automated tests for evaluating model quality, safety, reliability, data quality, performance, and policy compliance. Teams can use these tests to automate comprehensive model evaluations and identify issues before AI systems affect users, customers, or business operations. The platform’s observability features provide full traceability across prompts, retrieved context, agents, tool usage, intermediate steps, model outputs, and workflow decisions. Real-time guardrails help prevent prompt injections, PII leakage, biased outputs, toxicity, hallucinations, and other AI safety risks. Openlayer supports teams across the full AI lifecycle, from early experimentation and validation to production monitoring and governance reporting. Its governance automation capabilities help organizations align AI development and deployment processes with responsible AI frameworks such as NIST and the EU AI Act. The platform is built for enterprises that need to innovate with AI while maintaining security, compliance, explainability, and operational oversight. Openlayer also helps teams manage risk across both classic machine learning models and newer GenAI systems, giving organizations a unified approach to AI quality and trust. By combining automated testing, observability, real-time protection, traceability, and governance workflows, Openlayer enables safer, more reliable, and more responsible AI operations at scale.

What is FireTail?

FireTail functions as a holistic AI security and governance platform that equips organizations with extensive oversight, management, and protection of AI applications across their environments. The system proactively detects AI use across multiple sectors, such as code repositories, cloud infrastructures, APIs, SaaS platforms, and internet browsers, establishing a real-time inventory of both sanctioned and rogue AI systems to maintain compliance with governance standards. It carefully logs and analyzes every engagement with AI, documenting prompts, responses, metadata, and user identities, which provides valuable insights into AI model access patterns and the routes taken by data. By utilizing FireTail, organizations can create flexible, context-aware policies through a cohesive governance framework, incorporating established standards like OWASP or custom regulations to ensure compliance while encouraging innovation. Additionally, it continuously monitors activities to uncover potential threats, including prompt injection, data leaks, inappropriate model applications, and atypical behavior, thus fostering a proactive security stance. This relentless monitoring not only strengthens organizational resilience but also cultivates an environment of responsible AI usage, ensuring that ethical practices are at the forefront of AI implementation. Consequently, FireTail emerges as an essential tool for organizations aiming to navigate the complexities of AI governance and security effectively.

Media

Media

Integrations Supported

GitHub
OpenAI
Amazon Bedrock
Anthropic
Azure AI Content Understanding
Claude Code
Label Studio
LangChain
Microsoft Agent Framework
OpenAI Agents SDK
OpenLIT
Palantir AIP
Ragas
Salesforce Agentforce
Semantic Kernel

Integrations Supported

GitHub
OpenAI
Claude
Claude Duet
GitLab
Google Chrome
Microsoft Azure

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Trial Offered?

Pricing Information

Pricing not provided

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars
Online Training

Company Facts

Organization Name

Openlayer

Date Founded

2021

Company Location

United States

Company Website

www.openlayer.com

Company Facts

Organization Name

FireTail

Date Founded

2021

Company Location

United States

Company Website

www.firetail.ai/

Categories and Features

AI Gateways

Not specified

AI Governance

Not specified

AI Guardrails

Not specified

AI Observability

Not specified

AI Usage Control

Not specified

LLM Evaluation

Not specified

LLM Routers

Not specified

Categories and Features

AI Usage Control

Not specified

Shadow AI Detection

Not specified

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