Alternatives to Trace Labs
The top Agentic AI companies similar to Trace Labs, ranked by relevance (named competitors first, then how closely their sectors overlap) and our 0-100 AI-readiness score. Each links to a full profile with funding and team.
Trace Labs compared with the top alternatives
Side by side on what each one does, what it costs, and what real users report.
| Product | Key features | Pricing | User reviews | Visit |
|---|---|---|---|---|
| Not listed | 100% positive (6) | Try Trace Labs | ||
| Not listed | No reviews yet | Try Vijil | |
| Not listed | 0% positive (2) | Try Ema Unlimited | |
| Not listed | No reviews yet | Try TectoAI (YC S25) | |
| Not listed | No reviews yet | Try Avon AI | |
| See plans | 75% positive (4) | Try Orq.ai | ||
| Not listed | No reviews yet | Try Patronus AI |
Review sentiment is aggregated from real discussions across relevant subreddits. Pricing reflects each vendor's public plans and can change, so check the provider for the current price.
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Vijil55Agentic AISan Francisco, United States$17.0MVijil provides AI software tools for developers to build, test, and operate trustworthy intelligent AI agents.
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Ema Unlimited53Agentic AIPalo Alto, United States$36.0MEma is a Universal AI Employee platform that provides secure, compliant, and conversational AI agents for enterprises, automating complex workflows across various business functions.
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TectoAI (YC S25)51Agentic AI$800KTectoAI provides a governance platform for agentic AI tools, accelerating adoption with diligence.
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Avon AI49Agentic AITel Aviv, Israel$500.0MAvon AI provides an enterprise-grade management platform for AI agents in production, enabling organizations to monitor and control their GenAI agents with confidence.
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Orq.ai41Agentic AIAmsterdam, Netherlands$8.9MOrq.ai is a Generative AI Collaboration Platform for building, deploying, and managing production-grade AI agents and LLM applications.
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Blitzy64Agentic AICambridge, United States$204.4MAn autonomous software development platform that uses AI agents to accelerate enterprise software development.
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Patronus AI62Agentic AISan Francisco, United States$11.0MAI evaluation and optimization platform for shipping top-tier AI products.
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Agency58Agentic AISan Francisco, United States$20.0MAgency builds custom AI Agents that operate 24/7/365, offering consulting, development tools, and an observability platform to help businesses automate.
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Aviro53Agentic AISan Francisco, United States$500KAI agents that perform complex workflows, with an intelligence layer for continuous upskilling and reliability.
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Zep AI49Agentic AISan Francisco, United States$500KZep gives AI agents enterprise-grade memory via context graphs — sub-200ms retrieval, SOC 2 compliant, validated by S&P Market Intelligence.
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Ampersend49Agentic AISan Francisco, United States$4.0MA management platform providing control, observability, and compliance for autonomous AI agent payments and operations.
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PixVerse69AI Video GenerationSingapore, Singapore$554.0MAI video creation platform transforming text and images into high-quality videos.
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Sycamore Labs49Agentic AIPalo Alto, United States$75.0MBuilding the agentic operating system for the enterprise.
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Gray Swan63CybersecurityPittsburgh, United States$45.7MGray Swan provides enterprise-grade security solutions for LLMs, developed by the pioneers of AI vulnerability research, enabling confident AI deployment.
- Website Habibiplay28Agentic AI
Habibiplay is a startup focused on improving AI agent readiness for websites, ensuring discoverability, content consumption, and API accessibility for AI agents.
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Enfors Labs27Agentic AISan Francisco, United StatesCapture autonomous AI decisions as structured data to analyze, audit, and improve agent behavior at scale.
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Giskard60Artificial IntelligenceParis, France$2.5MEurope's first independent sovereign guardrail platform for enterprise AI agents.
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Fiddler Labs, Inc.58MLOpsMountain View, United States$39.0M - Website
Iris.ai58AI Foundation & ComputeOslo, Norway$10.4MAI knowledge foundation for regulated enterprises, turning complex data into AI you can trust.
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IQM58Quantum ComputingEspoo, Finland$516.0MQuantum computer hardware and software developer for various industries.
- Website Agentic Orchestration22Agentic AI
A practical guide to running AI agents reliably at enterprise scale. By Bernd Ruecker with Amy Johnston.
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809057AI AgentMenlo Park, United States$135.0M8090 is an AI-native software development platform that empowers business leaders with direct control over the software creation process, from specification to deployment, ensuring quality and consistency.
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LearnVector Inc.56EdTechBay Area, United States$100.0MAn AI-native learning company building one-to-one learning experiences powered by agentic AI.
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Cortea54FintechBerlin, Germany$12.0MThe AI quality layer for audit firms.
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TrojAI, Inc.52AI SecurityNew York, United States$12.0MAI security and robustness platform protecting enterprises from adversarial attacks and ensuring AI model reliability.
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White Circle50Artificial IntelligenceSan Francisco, United States$11.0MEnterprise AI governance company helping organizations monitor, protect, and improve AI systems in real time.
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Pacific AI49CustomSan Francisco, United States$10.0MProvides a Responsible AI Platform and consulting services for safe and effective AI deployment in healthcare.
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Aiscore48AI GovernanceLondon, United Kingdom$1.0MAI governance and management platform for enterprises to ensure safe and compliant AI innovation.
- Website Bespokeai47AI Agent Training$40.0M
Bespoke Labs builds environments for training and evaluating AI agents.
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Marchward12Agentic AIAI agent safety platform with cost caps, approval gates, and tamper-evident audit logs.
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AI model operationalization platform for enterprise AI deployments.
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FriskAI44Artificial IntelligenceLos Angeles, United States$3.6MFriskAI provides runtime intelligence for AI agents, offering enterprises a record of what their artificial intelligence agents are doing once they go into production.
- Website Procullis9Agentic AI
- Website Ivega9Agentic AI
Ivega builds AI agents to manage and interact with digital services, automating complex digital tasks for users.
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Obsigna9Agentic AIGenerates and verifies tamper-evident audit trails for AI agent actions.
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Oasis Security64Agentic AITel Aviv, Israel$195.0MSecures non-human identities and AI agents with agentic access management.
- Website Bakara9Agentic AI
Bakara empowers enterprises to build trusted AI skill sets for every role, enforce security policies, and monitor agent capabilities.
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Alidoes8Agentic AIVerified personal AI operations for accountability and transparency in AI agent actions.
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Judgment Labs63Agentic AISan Francisco, United States$32.0MContinuous improvement stack for AI agents to monitor and enhance behavior at scale.
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Clearwright8Agentic AIClearWright is an operator-controlled authorization, consensus, and audit layer for multi-AI-agent work. Build with clarity. Approve with confidence.
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One place to manage agent guardrails, model policy, access control, approvals, and audit trails across your organization.
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Dmops7Agentic AICreate, deploy, and govern vertical AI crews for real-world operations.
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Dafoe6Agentic AIControl plane for self-hosted agentic AI, enabling discovery, governance, and management of AI runtimes, agents, models, tools, and workflows.
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Solidroad60Agentic AISan Francisco, United States$39.2MAI QA & training platform that reviews 100% of customer conversations to increase CSAT.
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AI-powered identity security platform for securing AI agents and non-human identities.
- Website Qmenenergy1Agentic AI
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Orqai55Agentic AIAmsterdam, Netherlands$40.0MOrq.ai provides an enterprise platform for building, deploying, and managing production-grade AI agents.
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BingranAgentic AIReliable AI systems and trapped-ion atomic, molecular and optical physics research.
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Autosana54Agentic AITel Aviv, Israel$3.2MAutosana is an AI-powered QA agent for mobile apps that enables teams to run natural language end-to-end tests, eliminating the need for manual testing and brittle, selector-based scripts.
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Cekura39Agentic AITel Aviv, IsraelAutomated testing and observability for AI voice and chat agents to ensure reliability and accelerate deployment.
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Eve Security48Agentic AISan Francisco, United States$13.0MProtects organizations from the hidden risks of autonomous AI agents across workflows, data, and applications.
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Edgeverve Smart67Artificial IntelligenceBengaluru, India$1.0MInfosys subsidiary developing AI, automation, and analytics platforms for enterprise digital transformation.
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Okibi32Agentic AIOkibi is a web app that allows users to build AI agents using natural language, significantly simplifying complex setup and orchestration.
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DOJO AI46Agentic AILondon, United Kingdom$6.0MDOJO AI is an intelligent marketing system that watches every channel, tracks your brand, runs workflows, and acts proactively, getting smarter with every interaction.
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Inforcer45Agentic AITel Aviv, Israel$85.0Minforcer helps MSPs standardize Microsoft 365 security across all client tenants, from policy deployment to compliance monitoring. Book a demo today.
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Synthetic Sciences50Developer ToolsSan Francisco, United StatesBuilding the infrastructure for AI co-scientists in computational research domains.
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Norm Ai45Agentic AINew York, United States$137.0MNorm AI builds AI-powered agents for regulatory compliance, streamlining risk identification and business integration.
Compare Trace Labs head to head
Side by side on what each one does, what it costs, and what real users report.

