{"schemaVersion":1,"profileUrl":"https://nowen.ai/agents/kapa-ai","markdownUrl":"https://nowen.ai/agents/kapa-ai.md","jsonUrl":"https://nowen.ai/agents/kapa-ai.json","name":"Kapa.ai Inc.","nickname":"Kapa","website":"https://kapa.ai","industry":"Knowledge Management","deliveryModel":"software","status":{"verified":false,"text":"Unclaimed: compiled by Nowen from public sources, not reviewed by the company"},"updatedAt":"2026-09-18T19:20:35.397Z","summary":"Kapa.ai provides a retrieval-based platform that grounds AI agents in diverse knowledge sources to deliver accurate, source-cited answers at scale.","description":"Kapa.ai is an AI knowledge grounding and retrieval platform that ingests diverse sources to provide accurate, up-to-date context for AI agents. It enables grounding across documentation, code, tickets, and other knowledge sources, so agents can answer complex questions with citations and minimal hallucination. By connecting sources and keeping answers current, Kapa serves teams building product-facing assistants, developer tools, and internal copilots, helping organizations deflect support requests, improve documentation, and empower automated workflows. The platform emphasizes safeguarding data, ensuring access controls and governance, and delivering configurable retrieval that surfaces relevant passages tied to source material.","mission":"Turn your documentation and knowledge into always-current context for AI agents.","directory":{"industryName":"Knowledge Management","agentCount":23,"indexable":true,"hubUrl":"https://nowen.ai/industry/knowledge-management"},"aiReaderFamilies":["OpenAI","Anthropic","Perplexity","Meta","Amazon"],"products":[{"name":"Answer Engine","type":"Product","url":"https://www.kapa.ai/product/answer-engine","summary":"Resolve complex technical questions instantly with accurate, sourced answers.","description":"An AI-powered question-and-answer engine built for technical product content. Ingests thousands of pages and data types to deliver direct, cited answers. Grounded retrieval across 30+ sources with real-time updates and explicit I don’t know guardrails. Deploys across website widgets, Slack/Discord bots, Zendesk, internal copilots, or hosted MCP server via API. Answers are citation-backed and traceable to sources, with analytics to surface coverage gaps.","pricing":{"text":"Pricing not published"},"features":[{"name":"Grounded, cited answers","value":"Provide Reliable Citations","valueDescription":"Each response is backed by direct references to source material, ensuring accuracy and trustworthiness for users."},{"name":"Channel deployments","value":"Deploy Across Multiple Channels","valueDescription":"Integrate seamlessly into existing workflows by installing on various platforms, allowing users access to real-time answers wherever they need."},{"name":"Content Ingestion","value":"Ingest Diverse Content","valueDescription":"Automatically integrate multiple content sources to ensure up-to-date and comprehensive answers for user queries."},{"name":"Security and compliance","value":"Ensure Data Security","valueDescription":"Built with strict compliance measures to protect sensitive information and manage user privacy effectively."},{"name":"Multi-source ingestion","value":"Enable Cross-Source Answers","valueDescription":"Leverage multiple data points to furnish users with comprehensive responses that draw from various knowledge bases."},{"name":"Customization options","value":"Personalize User Experience","valueDescription":"Adapt the interface and communication style of your agents to reflect your brand's identity, ensuring a cohesive user interaction."}]},{"name":"MCP Server","type":"Platform","url":"https://www.kapa.ai/product/mcp","summary":"Connect any AI agent to your product knowledge for accurate, contextual responses.","description":"A hosted MCP server that grounds AI agents in your documentation and data sources. It provides a single endpoint for grounded retrieval across 30+ sources via an MCP interface, with configurable authentication and full visibility into agent queries. Supports source-group scoping and role-based access controls, and is maintained by Kapa.","pricing":{"text":"Pricing not published"},"features":[{"name":"Broad Source Connectors","value":"Connect 30+ Sources","valueDescription":"Integrate with a variety of sources including documentation, GitHub code, tickets, and SDKs for enriched responses."},{"name":"Hosted MCP Server","value":"Deploy Instantly","valueDescription":"Get your MCP server running in minutes with no backend management required, enabling rapid deployment."},{"name":"Full Query Visibility","value":"Track User Queries","valueDescription":"Gain insights into user interactions by reviewing what questions are frequently asked and identifying documentation gaps."},{"name":"Source-Group Scoping and RBAC","value":"Control Access Granularly","valueDescription":"Define which source groups are available to different users, ensuring they access only relevant information."},{"name":"Per-Audience Authentication","value":"Tailor Access Controls","valueDescription":"Configure authentication based on the audience, ensuring secure and appropriate access."}]},{"name":"In-Product Agent","type":"Product","url":"https://www.kapa.ai/product/in-product-agent","summary":"Empower users with an expert AI agent inside your product for instant answers and actions.","description":"An AI agent embedded inside your product, capable of querying your knowledge base, running data queries, and taking actions, all without backend maintenance. Ship with ready-made UI components or headless integration; the agent remains up-to-date through Kapa’s data ingestion.","pricing":{"text":"Pricing not published"},"features":[{"name":"Frontend-First Embedding","value":"Integrate Smoothly","valueDescription":"Quickly integrate the agent on your frontend, enabling seamless user experiences without complex backend requirements."},{"name":"Analytics and Observability","value":"Monitor User Interactions","valueDescription":"Track how users engage with the agent, identify common queries, and pinpoint areas for documentation improvement."},{"name":"Tooling and Guardrails","value":"Ensure Safe Operations","valueDescription":"Implement structured tools and user approvals to maintain control over the actions the agent can perform."},{"name":"Rapid Deployment","value":"Launch in Minutes","valueDescription":"Utilize simple token authentication and predefined data integrations to swiftly deploy the agent into your product."},{"name":"User Interactivity","value":"Engage Directly","valueDescription":"Enable users to ask questions and receive direct answers and actions based on the specific context of their needs."}]},{"name":"Product Agent SDK","type":"Product","url":"https://www.kapa.ai/product-agent-sdk","summary":"Build Product Agents With Accurate Context Integrated Into Your Applications.","description":"Frontend-first SDK to build product agents within your own apps. The SDK ships as two packages and lets you drop in ready-made UI or run headless with TypeScript; it wires product knowledge into agents without rebuilding retrieval or analytics infrastructure. It provides type-safe tool definitions, guardrails, and analytics, while reusing your existing auth context.","pricing":{"text":"Pricing not published"},"features":[{"name":"Ingest Product Knowledge","value":"Integrate Comprehensive Knowledge.","valueDescription":"Allows the agent to pull accurate information from multiple sources, ensuring users receive precise answers seamlessly."},{"name":"Frontend-First Agent SDK","value":"Embed Agents Seamlessly.","valueDescription":"Facilitates fast integration into your frontend, enabling immediate user interaction with no backend required."},{"name":"Expose Useful Tools","value":"Define Safe, Custom Tools.","valueDescription":"Allows you to create custom tools for your AI agent that securely integrate with your existing APIs while maintaining user session controls."},{"name":"Grounded Retrieval","value":"Ensure Reliable Knowledge Access.","valueDescription":"Facilitates accurate and immediate retrieval of product knowledge, minimizing operational overhead."},{"name":"Guardrails And Analytics","value":"Ensure Safety With Guardrails.","valueDescription":"Offers user control and analytics to monitor agent performance, improving quality and safety in user interactions."},{"name":"Two-Package Architecture","value":"Flexible Integration Options.","valueDescription":"Utilizes separate packages for React and TypeScript, streamlining the integration process across various frameworks."}]},{"name":"Support Form Deflector","type":"Product","url":"https://www.kapa.ai/solutions/support-form-agent","summary":"Deflects up to 70% of support tickets by providing instant answers directly in the support flow.","description":"A deflector that suggests answers inside the support flow before a ticket is submitted, reducing tickets and deflecting workload. It integrates with your existing support tools and improves user experience by providing accurate, cited content from your docs and knowledge base.","pricing":{"text":"Pricing not published"},"features":[{"name":"Ticket Deflection","value":"Improves User Experience","valueDescription":"Users receive immediate resolutions to their queries, enhancing satisfaction and reducing frustration during the support process."},{"name":"Deflection Impact","value":"Reduces Ticket Volume","valueDescription":"By intercepting user submissions and providing answers, it significantly diminishes the number of tickets needing human intervention."},{"name":"Real-time Interaction","value":"Increases Efficiency","valueDescription":"Customers receive direct responses to their questions before even submitting a ticket, improving operational efficiency."},{"name":"Tooling Integration","value":"Streamlines Support Workflows","valueDescription":"Easily integrates into your existing support framework, maintaining continuity in user support operations."},{"name":"Analytics Tracking","value":"Improves Documentation","valueDescription":"By analyzing deflected tickets, it highlights content gaps, allowing teams to enhance their knowledge base efficiently."}]}],"audiences":[],"segments":[{"name":"AI knowledge grounding and retrieval","description":"Capabilities that ingest, index, and surface documentation, code, tickets, and conversations to provide citation-backed, up-to-date context for AI agents and Q&A.","size":1.92,"cagr":39.66,"color":1,"productNames":["Answer Engine","MCP Server","Product Agent SDK"],"methodology":"Primary estimate based on Mordor Intelligence’s Retrieval Augmented Generation (RAG) market: USD 1.92B (2025) with a 39.66% CAGR (2025–2030). Adjacent forecasts (AI search engines and knowledge-graph markets) show sizable, high-growth demand for grounding and retrieval infrastructure, supporting the RAG growth projection.","citations":[{"url":"https://www.mordorintelligence.com/industry-reports/retrieval-augmented-generation-market","text":"Market Size (2025) USD 1.92 Billion; Market Size (2030) USD 10.20 Billion; Growth Rate (2025 - 2030) 39.66%."},{"url":"https://semanticos.io/blog/ai-search-engine-market-forecast","text":"AI search engine market was valued at USD 18.5 billion in 2025 and is projected to reach USD 78.19 billion by 2036, a 14.0% CAGR."},{"url":"https://www.marketsandmarkets.com/PressReleases/knowledge-graph.asp","text":"Knowledge graph market projected to reach USD 9.88 billion by 2032 from USD 1.90 billion in 2026, at a CAGR of 31.6%."}]},{"name":"In-product AI assistants","description":"Embeddable agents and SDKs that enable product-facing assistants to query product knowledge, execute actions, and interact with users with minimal backend maintenance.","size":3.35,"cagr":44.5,"color":2,"productNames":["In-Product Agent","Product Agent SDK","MCP Server"],"methodology":"Estimate based primarily on the MarketsandMarkets AI Assistant market projection (USD 3.35B in 2025; CAGR 44.5% to 2030). Supplementary segment reports (personal and shopping assistants) show comparable high-growth trajectories, supporting strong near-term CAGR for in-product, embeddable assistants as a subsegment of the broader AI assistant market.","citations":[{"url":"https://www.marketsandmarkets.com/Market-Reports/ai-assistant-market-40111511.html","text":"Market Size Value in 2025: USD 3.35 Billion; Growth Rate: CAGR of 44.5% from 2025 to 2030."},{"url":"https://www.technavio.com/report/personal-ai-assistant-market-industry-analysis","text":"The Global Personal AI Assistant Market is valued at approximately USD 2.23 Billion in 2024 and growing at a strong rate (report data)."},{"url":"https://www.precedenceresearch.com/ai-shopping-assistant-market","text":"AI shopping assistant market size is USD 4.34 billion in 2025; forecast USD 37.45 billion by 2034; CAGR 27.04%."},{"url":"https://www.statista.com/outlook/tmo/artificial-intelligence/worldwide/?srsltid=AU7gw4WPjBBo6x_5EmkztOTNSO7HV4KdYJ4i72-aBDNrYBfhmgLxCiKd","text":"Artificial Intelligence market worldwide expected value US$617.62bn by 2026; CAGR 14.82% (2026-2032)."}]},{"name":"Customer support automation","description":"Automates drafting and routing of support replies across email, chat and social channels, ticket summarization, trend tracking and empathetic responses to reduce response time and improve consistency.","size":12.06,"cagr":25.8,"color":3,"productNames":["Support Form Deflector","Answer Engine"],"methodology":"Estimate anchored to AI-focused market reports in the search results. MarketsandMarkets values the AI for Customer Service market at USD 12.06B (2024) with a 25.8% CAGR to 2030; independent reports on generative/agentic AI for customer support show similar high-growth trajectories (mid-20s to high-20s % CAGR), supporting the selected size and growth-rate for customer support automation specifically.","citations":[{"url":"https://www.marketsandmarkets.com/Market-Reports/ai-for-customer-service-market-244430169.html","text":"Market size was valued at USD 12.06 billion in 2024 and is projected to reach USD 47.82 billion by 2030, at a CAGR of 25.8%."},{"url":"https://www.mordorintelligence.com/industry-reports/generative-ai-in-customer-support-automation-and-conversational-agents-market","text":"Market expected to increase from USD 7.82 billion in 2025 to USD 34.12 billion by 2031, CAGR 28.18%."},{"url":"https://www.snsinsider.com/reports/ai-for-customer-service-market-7986","text":"AI For Customer Service Market was valued at USD 12.58 billion in 2024 and is expected to reach USD 73.99 billion by 2032, CAGR 24.92%."}]},{"name":"Agent infrastructure, observability, and governance","description":"Managed retrieval endpoints, per-audience authentication, role-based access, query visibility, and compliance controls that provide governance and operational visibility for production AI agents.","size":1.68,"cagr":38.69,"color":4,"productNames":["MCP Server","Answer Engine","Product Agent SDK"],"methodology":"Primary estimate uses Mordor Intelligence’s dedicated “Agent Observability and Governance” report (direct match to the segment), which projects a 2026 market size of USD 1.68B and a 2026–2031 CAGR of 38.69%. Broader AI observability/governance market reports (Globe Market Research, Next Move/NextMSC, IGTPS) show larger AI observability/TAM figures and CAGRs (23–35% range), corroborating strong near-term growth potential for agent infrastructure, observability, and governance.","citations":[{"url":"https://www.mordorintelligence.com/industry-reports/agent-observability-and-governance-market","text":"Market Size (2026) USD 1.68 Billion; Growth Rate (2026 - 2031) 38.69%."},{"url":"https://www.globemarketresearch.com/reports/ai-observability-market","text":"Revenue, 2026 USD 4.1 Bn; Forecast, 2035 USD 27.2 Bn; CAGR, 2026-2035 23.4%."},{"url":"https://www.nextmsc.com/report/ai-observability-market-ic5403?srsltid=AU7gw4WSVOt7xl2kcXGIy0Kg3WZ1JYtJGXZJVtL_6A19pY7y-k9OpMFZ","text":"Market size valued at USD 2.94 Billion in 2025; CAGR 31.1% from 2026 to 2035."},{"url":"https://www.igtps.com/report/united-states-ai-agent-governance-market","text":"Market Size (2025): USD 2.85 Billion; Size and CAGR 35.8%."}]}],"faq":[],"comparisons":[],"sources":[{"url":"https://kapa.ai","text":"Kapa.ai Inc."},{"url":"https://www.kapa.ai/product/answer-engine","text":"Answer Engine"},{"url":"https://www.kapa.ai/product/mcp","text":"MCP Server"},{"url":"https://www.kapa.ai/product/in-product-agent","text":"In-Product Agent"},{"url":"https://www.kapa.ai/product-agent-sdk","text":"Product Agent SDK"},{"url":"https://www.kapa.ai/solutions/support-form-agent","text":"Support Form Deflector"},{"url":"https://www.mordorintelligence.com/industry-reports/retrieval-augmented-generation-market","text":"Market Size (2025) USD 1.92 Billion; Market Size (2030) USD 10.20 Billion; Growth Rate (2025 - 2030) 39.66%."},{"url":"https://semanticos.io/blog/ai-search-engine-market-forecast","text":"AI search engine market was valued at USD 18.5 billion in 2025 and is projected to reach USD 78.19 billion by 2036, a 14.0% CAGR."},{"url":"https://www.marketsandmarkets.com/PressReleases/knowledge-graph.asp","text":"Knowledge graph market projected to reach USD 9.88 billion by 2032 from USD 1.90 billion in 2026, at a CAGR of 31.6%."},{"url":"https://www.marketsandmarkets.com/Market-Reports/ai-assistant-market-40111511.html","text":"Market Size Value in 2025: USD 3.35 Billion; Growth Rate: CAGR of 44.5% from 2025 to 2030."},{"url":"https://www.technavio.com/report/personal-ai-assistant-market-industry-analysis","text":"The Global Personal AI Assistant Market is valued at approximately USD 2.23 Billion in 2024 and growing at a strong rate (report data)."},{"url":"https://www.precedenceresearch.com/ai-shopping-assistant-market","text":"AI shopping assistant market size is USD 4.34 billion in 2025; forecast USD 37.45 billion by 2034; CAGR 27.04%."},{"url":"https://www.statista.com/outlook/tmo/artificial-intelligence/worldwide/?srsltid=AU7gw4WPjBBo6x_5EmkztOTNSO7HV4KdYJ4i72-aBDNrYBfhmgLxCiKd","text":"Artificial Intelligence market worldwide expected value US$617.62bn by 2026; CAGR 14.82% (2026-2032)."},{"url":"https://www.marketsandmarkets.com/Market-Reports/ai-for-customer-service-market-244430169.html","text":"Market size was valued at USD 12.06 billion in 2024 and is projected to reach USD 47.82 billion by 2030, at a CAGR of 25.8%."},{"url":"https://www.mordorintelligence.com/industry-reports/generative-ai-in-customer-support-automation-and-conversational-agents-market","text":"Market expected to increase from USD 7.82 billion in 2025 to USD 34.12 billion by 2031, CAGR 28.18%."},{"url":"https://www.snsinsider.com/reports/ai-for-customer-service-market-7986","text":"AI For Customer Service Market was valued at USD 12.58 billion in 2024 and is expected to reach USD 73.99 billion by 2032, CAGR 24.92%."},{"url":"https://www.mordorintelligence.com/industry-reports/agent-observability-and-governance-market","text":"Market Size (2026) USD 1.68 Billion; Growth Rate (2026 - 2031) 38.69%."},{"url":"https://www.globemarketresearch.com/reports/ai-observability-market","text":"Revenue, 2026 USD 4.1 Bn; Forecast, 2035 USD 27.2 Bn; CAGR, 2026-2035 23.4%."},{"url":"https://www.nextmsc.com/report/ai-observability-market-ic5403?srsltid=AU7gw4WSVOt7xl2kcXGIy0Kg3WZ1JYtJGXZJVtL_6A19pY7y-k9OpMFZ","text":"Market size valued at USD 2.94 Billion in 2025; CAGR 31.1% from 2026 to 2035."},{"url":"https://www.igtps.com/report/united-states-ai-agent-governance-market","text":"Market Size (2025): USD 2.85 Billion; Size and CAGR 35.8%."}]}