Companies — AI Market Map

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Knowledge & RAG

Company ▼ Founded Funding stage Company size Industry Segments Status

Contivio 2008 Bootstrapped 11-50 Customer Support / CXSales / GTM+1 AI WorkflowsAI Agents+3 Published

Summary: Contivio provides an AI-powered business phone system and contact center for connecting voice, SMS, and chat with CRM and ERP platforms.
Segments: AI Workflows AI Agents Knowledge & RAG Call Analysis Chatbots
Industries: Customer Support / CX Sales / GTM General Purpose
HQ location: Irvine, California, United States
Founded: 2008
Website: https://www.contivio.com/

Confident AI (DeepEval) 2024 1-10 — AI WorkflowsAI Agents+5 Published

Summary: AI quality platform and open-source DeepEval framework for evaluating, testing, tracing and monitoring LLM applications.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG AI Quality & Observability AI Governance & Risk Chatbots
HQ location: San Francisco, CA, USA
Founded: 2024
Website: https://www.confident-ai.com/

Collibra 2008 1001-5000 — AI WorkflowsAI Developer Tools+6 Published

Summary: Unified data intelligence and governance platform that extends data governance into AI governance, AI asset cataloging, policy management and trust controls.
Segments: AI Workflows AI Developer Tools Knowledge & RAG LLM Deployment AI Quality & Observability Traditional ML AI Governance & Risk Analytics & BI
HQ location: Brussels, Belgium / New York, NY, USA
Founded: 2008
Website: https://www.collibra.com/

Cognition 2023 Acquired — — AI WorkflowsAI Agents+5 Published

Summary: AI company behind Devin, an autonomous software-engineering agent for planning, writing, testing and shipping production code.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG LLM Deployment AI Quality & Observability AI Governance & Risk
HQ location: San Francisco, CA, USA
Founded: 2023
Website: https://www.cognition.ai

Cognigy 2016 Series C Plus 501-1000 Customer Support / CX AI WorkflowsAI Agents+11 Published

Summary: Enterprise conversational and agentic AI platform for customer service automation; acquired by NiCE in 2025.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG LLM Deployment AI Quality & Observability Traditional ML AI Governance & Risk Call Analysis Chatbots Voice AI Agents STT/TTS Infrastructure Analytics & BI
Industries: Customer Support / CX
HQ location: Plano, TX, USA / Düsseldorf, Germany
Founded: 2016
Website: https://www.cognigy.com/

Cofficiency 2025 Seed 1-10 Financial ServicesCustomer Support / CX+1 AI WorkflowsAI Agents+9 Published

Summary: B2B SaaS platform for designing, running, measuring and continuously improving reliable enterprise AI workflows in regulated operations.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG Document AI AI Quality & Observability Traditional ML AI Governance & Risk Call Analysis Chatbots Analytics & BI
Industries: Financial Services Customer Support / CX Sales / GTM
HQ location: Irvine, CA, USA
Founded: 2025
Website: https://cofficiency.com/

Clay 2017 Series C Plus 201-500 Sales / GTM AI WorkflowsAI Agents+3 Published

Summary: AI-powered GTM platform combining data enrichment, AI research agents and workflow automation for personalized sales and marketing execution.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG Analytics & BI
Industries: Sales / GTM
HQ location: New York, NY, USA
Founded: 2017
Website: https://www.clay.com

ChatPRD 2023 Bootstrapped 1-10 Customer Support / CXSales / GTM+1 AI WorkflowsAI Agents+4 Published

Summary: AI product management platform for writing product requirements documents and related product documentation.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG Chatbots Analytics & BI
Industries: Customer Support / CX Sales / GTM General Purpose
HQ location: San Francisco, United States
Founded: 2023
Website: https://www.chatprd.ai/

Cartesia 2023 Series A 51-200 — AI WorkflowsAI Agents+10 Published

Summary: Real-time speech and transcription model platform for voice agents, offering Sonic TTS, Ink STT, and enterprise voice-agent APIs.
Segments: AI Workflows AI Agents LLM Fine-tuning AI Developer Tools Knowledge & RAG LLM Deployment AI Quality & Observability AI Governance & Risk Call Analysis Voice AI Agents STT/TTS Infrastructure Analytics & BI
HQ location: San Francisco, CA, USA
Founded: 2023
Website: https://cartesia.ai/

Camunda 2008 Series B 501-1000 — AI WorkflowsAI Agents+7 Published

Summary: Open agentic orchestration platform for coordinating AI agents, people, and systems across end-to-end business processes.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG Document AI LLM Deployment AI Quality & Observability AI Governance & Risk Analytics & BI
HQ location: Berlin, Germany / San Francisco, CA, USA
Founded: 2008
Website: https://camunda.com/

CallMiner 2002 201-500 Customer Support / CX AI WorkflowsAI Developer Tools+7 Published

Summary: AI-powered conversation intelligence and CX automation platform that captures and analyzes omnichannel customer interactions for QA, compliance, and insights.
Segments: AI Workflows AI Developer Tools Knowledge & RAG AI Quality & Observability Traditional ML AI Governance & Risk Call Analysis STT/TTS Infrastructure Analytics & BI
Industries: Customer Support / CX
HQ location: Waltham, MA, USA
Founded: 2002
Website: https://callminer.com/

C3 AI 2009 Public 501-1000 Industrial / ManufacturingGeneral Purpose AI WorkflowsAI Agents+10 Published

Summary: Public enterprise AI application software company for developing, deploying, and operating AI applications across industries.
Segments: AI Workflows AI Agents LLM Fine-tuning AI Developer Tools Knowledge & RAG Document AI LLM Deployment AI Quality & Observability Traditional ML AI Governance & Risk Chatbots Analytics & BI
Industries: Industrial / Manufacturing General Purpose
HQ location: Redwood City, CA, USA
Founded: 2009
Website: https://c3.ai/

Browserbase 2024 Series B 11-50 — AI WorkflowsAI Agents+4 Published

Summary: Browser-agent infrastructure that lets AI agents search, fetch, and operate reliably on the web using managed browser sessions.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG AI Quality & Observability AI Governance & Risk
HQ location: San Francisco, CA, USA
Founded: 2024
Website: https://www.browserbase.com/

Braintrust 2023 Series A 51-200 Customer Support / CXSales / GTM+1 AI WorkflowsAI Agents+5 Published

Summary: AI observability and evaluation platform for agents and LLM applications.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG AI Quality & Observability AI Governance & Risk Analytics & BI
Industries: Customer Support / CX Sales / GTM General Purpose
HQ location: San Francisco, California
Founded: 2023
Website: https://www.braintrust.dev/

Bland AI 2023 Series C Plus 51-200 Customer Support / CX AI WorkflowsAI Agents+10 Published

Summary: Enterprise voice AI platform for building, deploying, monitoring, and integrating AI phone agents for customer support, sales, and operations.
Segments: AI Workflows AI Agents LLM Fine-tuning AI Developer Tools Knowledge & RAG LLM Deployment AI Quality & Observability AI Governance & Risk Call Analysis Voice AI Agents STT/TTS Infrastructure Analytics & BI
Industries: Customer Support / CX
HQ location: San Francisco, CA, USA
Founded: 2023
Website: https://www.bland.ai/

BigID 2016 501-1000 — AI WorkflowsAI Developer Tools+5 Published

Summary: Data security, privacy, AI governance, and DSPM platform that discovers and controls data, models, agent access, and AI risk.
Segments: AI Workflows AI Developer Tools Knowledge & RAG Document AI AI Quality & Observability AI Governance & Risk Analytics & BI
HQ location: New York, NY, USA
Founded: 2016
Website: https://bigid.com/

Bain & Company 1973 Bootstrapped 10001+ General Purpose AI WorkflowsAI Agents+5 Published

Summary: Global management consulting firm advising clients on strategy, operations, IT, M&A, and related transformation work.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG LLM Deployment AI Governance & Risk Analytics & BI
Industries: General Purpose
HQ location: Boston, Massachusetts, United States
Founded: 1973
Website: https://www.bain.com/

AvePoint 2001 Public 1001-5000 — AI WorkflowsAI Developer Tools+5 Published

Summary: Public cloud data protection, governance, resilience, and SaaS management platform for Microsoft 365, Google Workspace, Salesforce, and other cloud environments.
Segments: AI Workflows AI Developer Tools Knowledge & RAG Document AI AI Quality & Observability AI Governance & Risk Analytics & BI
HQ location: Jersey City, NJ, USA
Founded: 2001
Website: https://www.avepoint.com/

Avaamo 2014 Series B 201-500 HealthcareCustomer Support / CX AI WorkflowsAI Agents+7 Published

Summary: Enterprise conversational AI and AI contact center platform for automating, augmenting, and analyzing conversations.
Segments: AI Workflows AI Agents Knowledge & RAG AI Quality & Observability AI Governance & Risk Call Analysis Chatbots Voice AI Agents Analytics & BI
Industries: Healthcare Customer Support / CX
HQ location: Los Altos, California, United States
Founded: 2014
Website: https://avaamo.ai/

Automation Anywhere 2003 Acquired 1001-5000 General Purpose AI WorkflowsAI Agents+9 Published

Summary: Enterprise automation platform combining RPA, agentic process automation, and autonomous enterprise AI after acquiring Aisera.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG Document AI AI Quality & Observability Traditional ML AI Governance & Risk Chatbots Voice AI Agents Analytics & BI
Industries: General Purpose
HQ location: San Jose, CA, USA
Founded: 2003
Website: https://www.automationanywhere.com/

Authentrics 2024 Seed 1-10 Financial ServicesCustomer Support / CX+1 AI WorkflowsAI Agents+4 Published

Summary: Authentrics.ai is a mission-critical AI/ML ops software company focused on weight-level controls, diagnostics, behavior steering, and monitoring for neural networks.
Segments: AI Workflows AI Agents Knowledge & RAG AI Quality & Observability AI Governance & Risk Analytics & BI
Industries: Financial Services Customer Support / CX General Purpose
HQ location: Knoxville, Tennessee, United States
Founded: 2024
Website: https://www.authentrics.ai/

Ascertain 2023 11-50 Healthcare AI WorkflowsAI Agents+11 Published

Summary: Healthcare agentic AI platform that automates prior authorization, referrals, eligibility checks, care coordination, denials, and related administrative workflows.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG Document AI AI Quality & Observability Traditional ML AI Governance & Risk Call Analysis Chatbots Voice AI Agents STT/TTS Infrastructure Analytics & BI
Industries: Healthcare
HQ location: New York, NY, USA
Founded: 2023
Website: https://www.ascertain.com/

ASAPP 2014 Series C Plus 201-500 Customer Support / CX AI WorkflowsAI Agents+6 Published

Summary: AI agents for enterprise contact centers.
Segments: AI Workflows AI Agents Knowledge & RAG AI Quality & Observability AI Governance & Risk Call Analysis Voice AI Agents Analytics & BI
Industries: Customer Support / CX
HQ location: New York, NY, United States
Founded: 2014
Website: https://www.asapp.com/

Arize AI 2020 Series C Plus 51-200 General Purpose AI WorkflowsAI Agents+8 Published

Summary: AI observability and evaluation platform for monitoring, tracing, evaluating, and improving LLM applications, agents, and ML systems.
Segments: AI Workflows AI Agents AI Developer Tools Knowledge & RAG AI Quality & Observability Traditional ML AI Governance & Risk Chatbots Voice AI Agents Analytics & BI
Industries: General Purpose
HQ location: San Francisco, CA, USA
Founded: 2020
Website: https://arize.com/