Agentic AI Companies Category
Agent Category
Safety, Alignment & Observability
Grafana Labs
Open-source observability platform providing dashboards, metrics, logs, and tracing tools, increasingly used to monitor AI system performance and reliability in production.
Pricing Model
Freemium
Deployment Type
Cloud Saas, On-premise, Self-hosted
Arize
AI observability and evaluation platform that helps teams monitor, debug, and improve LLM applications and agent systems in production by tracking performance and detecting issues.
Pricing Model
Freemium
Deployment Type
Cloud Saas, On-premise
Credo AI
AI governance platform that helps enterprises assess, monitor, and document AI systems for risk, compliance, and responsible use across the organization.
Pricing Model
Enterprise
Deployment Type
Cloud Saas
Fiddler
AI observability platform for monitoring and explaining ML models and LLM applications in production, helping teams catch performance degradation and ensure model fairness.
Pricing Model
Saas subscription
Deployment Type
Cloud Saas, On-premise
Mindgard
AI security platform that automatically tests AI models and agents for vulnerabilities including prompt injection, data leakage, and adversarial attacks before and after deployment.
Pricing Model
Saas subscription
Deployment Type
Cloud Saas, On-premise
Raindrop
AI operations monitoring platform that provides real-time visibility into LLM and agent performance, cost, and quality in production environments.
Pricing Model
Saas subscription
Deployment Type
Cloud Saas
Vijil
AI trust and safety platform that evaluates AI agents for security vulnerabilities, alignment issues, and compliance risks to ensure safe enterprise deployment.
Pricing Model
Enterprise
Deployment Type
Cloud Saas
Salus
Real-time agent action inspection API that wraps around AI agents, blocking incorrect actions before execution and providing immediate feedback to guide retries.
Pricing Model
Usage-based
Deployment Type
Cloud Saas
Clam
Enterprise-grade AI security platform providing a Semantic Firewall that scans all agent inputs and outputs for PII leaks, prompt injections, and malicious code at the network level.
Pricing Model
Enterprise, Saas subscription
Deployment Type
Cloud Saas
Runtime
Governance and observability platform for coding agents, providing sandboxed environments, session-level visibility, and configurable guardrails for safe enterprise deployment.
Pricing Model
Enterprise, Saas subscription
Deployment Type
Cloud Saas
Operant AI
AI and MCP security platform that protects enterprise AI agents from prompt injection, data exfiltration, and unauthorized actions, providing runtime protection for Model Context Protocol integrations.
Pricing Model
Enterprise
Deployment Type
Cloud Saas
WitnessAI
AI security and governance platform providing a unified confidence layer for enterprise AI adoption, securing every AI interaction and agent-to-agent communication. Raised $85M+ total with 500% ARR growth.
Pricing Model
Enterprise
Deployment Type
Cloud Saas