--- slug: kore-ai name: "Kore.ai" vendor: "Kore.ai" page_url: https://ai-agent.review/agents/kore-ai record_url: https://ai-agent.review/agents/kore-ai.md vendor_website: https://www.kore.ai/ tested_performance: not-yet-tested facts_checked_at: 2026-09-20 page_updated_at: 2026-10-03 --- # Kore.ai > An enterprise agentic-AI platform whose "AI for Service" offering runs automated voice and chat customer-service agents and agent-assist tooling inside contact centres. Vendor: Kore.ai. Website: https://www.kore.ai/ Kore.ai is a broad enterprise agentic-AI platform (branded Artemis) spanning customer experience, employee productivity and industry-specific applications. This record is scoped to its customer-service agent capability, marketed as "AI for Service", and not to the wider platform, employee-service, search or process products. The customer-service offering covers self-service voice and chat agents, knowledge-grounded answers, orchestration across multiple agents, and escalation to human agents. Published documentation is vendor-authored; independent, non-vendor evidence specific to the customer-service agent was scarce at the time of checking. ## Tested performance Source-based review. This portal has not run a hands-on benchmark, so nothing here reports observed performance. No record contains a score, a rating or a benchmark result, and none will until the agents have actually been tested. ## Fit verdicts Each state describes what the reviewed sources establish about a workflow, not whether the product is good at it. Vendor-documented means the vendor documents the workflow. External report means a source outside the vendor discusses it. Caveat documented means a cited source describes a limitation or failure in a specific context; read it alongside any capability evidence. Not established means the reviewed sources do not settle it, which is not the same as the product being unable to do it. States are derived from the cited claims below, never stored. ### Billing — Not established No public source was found that settles this. ### Orders — Not established No public source was found that settles this. ### Returns — Not established No public source was found that settles this. ### Product questions — Vendor-documented - **Vendor capability:** Kore.ai documents knowledge ingestion from file uploads (PDF, DOCX, TXT, CSV, MD, XLSX, JSON, HTML, up to 100 MB per file), web crawling of up to 1,000 pages per batch, and enterprise connectors, retrieved at query time by hybrid semantic-plus-keyword search with re-ranking. _(Vendor-reported, checked 20 Sept 2026; source: [Knowledge bases and knowledge tools - Kore.ai Agent Platform documentation](https://koreai.mintlify.app/agent-platform/knowledge.md); claim id: `kore-ai-fit-knowledge-vendor`)_ > No independent, non-vendor evidence of answer quality on product questions was found during this check, so this area is evidenced by vendor documentation only. ### Account issues — Not established No public source was found that settles this. ### Complaints — Not established No public source was found that settles this. ### Human handoff — External report - **Vendor capability:** Kore.ai documents escalation to a human agent that passes session variables and conversation history via a context_for_human block, converting routing metadata to SIP headers on voice channels and forwarding it through the provider's API on digital channels. _(Vendor-reported, checked 20 Sept 2026; source: [Escalation to human agent - Kore.ai Agent Platform documentation](https://koreai.mintlify.app/agent-platform/escalate.md); claim id: `kore-ai-fit-handoff-vendor`)_ - **Independent report:** CX Today reported that Kore.ai's agent platform supports orchestration patterns including handoff and escalation across channels, and quoted the design position that handing off to a human is part of the journey rather than a failure state. _(Independent report, published 21 May 2026, checked 20 Sept 2026; source: [Kore.ai Makes Its Third Wave Play, Multi-Agent Orchestration For CX](https://www.cxtoday.com/ai-automation-in-cx/kore-ai-makes-its-third-wave-play-multi-agent-orchestration-for-cx/); claim id: `kore-ai-fit-handoff-cxtoday`)_ > The same CX Today piece flags context preservation across agent handoffs as the thing buyers should verify; Kore.ai's own documentation lists missing conversation_history and incomplete on_human_complete handlers as implementation failure points. ### Small businesses — Not established No public source was found that settles this. ### Mid-market — Not established No public source was found that settles this. ### Enterprise — External report - **Vendor capability:** Kore.ai documents its agent platform as available both as browser-based cloud SaaS and as a self-hosted on-premises deployment aimed at compliance-driven organisations, with multi-tenancy and horizontal scalability. _(Vendor-reported, checked 20 Sept 2026; source: [Kore.ai Agent Platform documentation](https://docs.kore.ai/agent-platform/); claim id: `kore-ai-fit-enterprise-vendor`)_ - **Independent report:** CX Today reported that Kore.ai's customer base sits in regulated industries such as banking, healthcare and retail, and that in regulated environments the vendor blends probabilistic AI with deterministic rules rather than operating fully autonomously. _(Independent report, published 10 Feb 2026, checked 20 Sept 2026; source: [Why Kore.ai Thinks AI ROI Finally Has A Clear Path](https://www.cxtoday.com/ai-automation-in-cx/why-kore-ai-thinks-ai-roi-finally-has-a-clear-path/); claim id: `kore-ai-fit-enterprise-cxtoday`)_ ## Industries An industry state says where the cited sources place the product, not how well it performed there. The same four states and the same rubric apply. Industry entries cite claims published in the agent's own record, by id, so a source is never stored twice and the two copies can never disagree. An industry with no entry is unknown, which is a gap in the public record rather than a finding. ### Retail and e-commerce — External report - Kore.ai's AI for Service page reports unnamed customer outcomes including 95% AI agent accuracy with 75% automated interactions and $97M annual cost reduction at a retail bank, 94% of contacts handled by AI agents with a 74% reduction in escalations and 65% self-service completion at a financial services firm, and a 25% reduction in average handle time at an e-commerce company. _(Vendor-reported, checked 20 Sept 2026; source: [AI for Service - Kore.ai](https://www.kore.ai/ai-for-service); claim id: `kore-ai-cmp-vendormetrics`)_ - CX Today reported that Kore.ai's customer base sits in regulated industries such as banking, healthcare and retail, and that in regulated environments the vendor blends probabilistic AI with deterministic rules rather than operating fully autonomously. _(Independent report, published 10 Feb 2026, checked 20 Sept 2026; source: [Why Kore.ai Thinks AI ROI Finally Has A Clear Path](https://www.cxtoday.com/ai-automation-in-cx/why-kore-ai-thinks-ai-roi-finally-has-a-clear-path/); claim id: `kore-ai-fit-enterprise-cxtoday`)_ - CX Today reported Kore.ai as targeting large regulated enterprises in banking, healthcare and retail, with prebuilt applications intended for rapid deployment in those sectors. _(Independent report, published 10 Feb 2026, checked 20 Sept 2026; source: [Why Kore.ai Thinks AI ROI Finally Has A Clear Path](https://www.cxtoday.com/ai-automation-in-cx/why-kore-ai-thinks-ai-roi-finally-has-a-clear-path/); claim id: `kore-ai-cmp-targetsize`)_ > Retail appears in CX Today's account of the customer base, and the vendor reports a handle-time reduction at an unnamed ecommerce company. ### Financial services — External report - Kore.ai's AI for Service page reports unnamed customer outcomes including 95% AI agent accuracy with 75% automated interactions and $97M annual cost reduction at a retail bank, 94% of contacts handled by AI agents with a 74% reduction in escalations and 65% self-service completion at a financial services firm, and a 25% reduction in average handle time at an e-commerce company. _(Vendor-reported, checked 20 Sept 2026; source: [AI for Service - Kore.ai](https://www.kore.ai/ai-for-service); claim id: `kore-ai-cmp-vendormetrics`)_ - CX Today reported that Kore.ai's customer base sits in regulated industries such as banking, healthcare and retail, and that in regulated environments the vendor blends probabilistic AI with deterministic rules rather than operating fully autonomously. _(Independent report, published 10 Feb 2026, checked 20 Sept 2026; source: [Why Kore.ai Thinks AI ROI Finally Has A Clear Path](https://www.cxtoday.com/ai-automation-in-cx/why-kore-ai-thinks-ai-roi-finally-has-a-clear-path/); claim id: `kore-ai-fit-enterprise-cxtoday`)_ - CX Today reported Kore.ai as targeting large regulated enterprises in banking, healthcare and retail, with prebuilt applications intended for rapid deployment in those sectors. _(Independent report, published 10 Feb 2026, checked 20 Sept 2026; source: [Why Kore.ai Thinks AI ROI Finally Has A Clear Path](https://www.cxtoday.com/ai-automation-in-cx/why-kore-ai-thinks-ai-roi-finally-has-a-clear-path/); claim id: `kore-ai-cmp-targetsize`)_ > CX Today places Kore.ai's customer base in banking; the vendor reports unnamed outcomes at a retail bank and a financial services firm. The independent source describes who buys the platform, not how well it resolves a banking conversation. ### Telecommunications — Not established No reviewed source places this product in this industry. ### Travel and hospitality — Not established No reviewed source places this product in this industry. ### Healthcare — External report - CX Today reported that Kore.ai's customer base sits in regulated industries such as banking, healthcare and retail, and that in regulated environments the vendor blends probabilistic AI with deterministic rules rather than operating fully autonomously. _(Independent report, published 10 Feb 2026, checked 20 Sept 2026; source: [Why Kore.ai Thinks AI ROI Finally Has A Clear Path](https://www.cxtoday.com/ai-automation-in-cx/why-kore-ai-thinks-ai-roi-finally-has-a-clear-path/); claim id: `kore-ai-fit-enterprise-cxtoday`)_ - CX Today reported Kore.ai as targeting large regulated enterprises in banking, healthcare and retail, with prebuilt applications intended for rapid deployment in those sectors. _(Independent report, published 10 Feb 2026, checked 20 Sept 2026; source: [Why Kore.ai Thinks AI ROI Finally Has A Clear Path](https://www.cxtoday.com/ai-automation-in-cx/why-kore-ai-thinks-ai-roi-finally-has-a-clear-path/); claim id: `kore-ai-cmp-targetsize`)_ > CX Today names healthcare among the regulated sectors Kore.ai targets and sells into. No healthcare deployment outcome is reported, and the same coverage notes the vendor constrains autonomy in regulated settings. ### Public sector and education — Not established No reviewed source places this product in this industry. ### Logistics and delivery — Not established No reviewed source places this product in this industry. ## Strengths - Kore.ai's analyst-recognition page states it was named a Leader in Forrester's "Conversational AI Platforms for Customer Service, Q2 2026" and in the 2026 Gartner Magic Quadrant for Conversational AI Platforms. _(Vendor-reported, checked 20 Sept 2026; source: [Analyst Recognition - Kore.ai](https://www.kore.ai/analyst-recognition); claim id: `kore-ai-analyst-leader`)_ - Kore.ai's channel documentation lists digital channels including Slack, Microsoft Teams, WhatsApp, Messenger, Telegram, LINE, Instagram, Twilio SMS, Email, Zendesk and Genesys Open Messaging, plus voice channels including Realtime LLM Voice, VXML IVR, Genesys Audio Connector and AudioCodes. _(Vendor-reported, checked 20 Sept 2026; source: [Channels - Kore.ai Agent Platform documentation](https://koreai.mintlify.app/agent-platform/channels.md); claim id: `kore-ai-channel-breadth`)_ - Kore.ai documents permission-aware retrieval, where indexed content from connected systems is filtered at query time so users only receive chunks they are authorised to see in the source system. _(Vendor-reported, checked 20 Sept 2026; source: [Knowledge bases and knowledge tools - Kore.ai Agent Platform documentation](https://koreai.mintlify.app/agent-platform/knowledge.md); claim id: `kore-ai-knowledge-permissions`)_ - Trade publication CX Today reported Kore.ai's CEO stating that one customer handles up to around 800 million calls, chats and emails a year on the platform. _(Independent report, published 10 Feb 2026, checked 20 Sept 2026; source: [Why Kore.ai Thinks AI ROI Finally Has A Clear Path](https://www.cxtoday.com/ai-automation-in-cx/why-kore-ai-thinks-ai-roi-finally-has-a-clear-path/); claim id: `kore-ai-cxtoday-scale`)_ ## Weaknesses - Kore.ai's escalation documentation describes a generic "human agent provider" and states that the handoff payload format depends on the integration and the capabilities of the receiving platform, without naming which live-agent or contact-centre systems are supported. _(Vendor-reported, checked 20 Sept 2026; source: [Escalation to human agent - Kore.ai Agent Platform documentation](https://koreai.mintlify.app/agent-platform/escalate.md); claim id: `kore-ai-escalation-targets-unnamed`)_ - Kore.ai documents that uploaded knowledge files must be re-uploaded when the source file changes, and that changing the embedding model requires complete re-ingestion of all documents. _(Vendor-reported, checked 20 Sept 2026; source: [Knowledge bases and knowledge tools - Kore.ai Agent Platform documentation](https://koreai.mintlify.app/agent-platform/knowledge.md); claim id: `kore-ai-kb-reupload`)_ - Publicly readable end-user review evidence was not obtainable at the time of checking: Kore.ai's Trustpilot profile, claimed since April 2021, showed zero reviews, and Gartner Peer Insights returned HTTP 403 to automated retrieval. _(Editorial assessment, checked 20 Sept 2026; source: [Kore.ai reviews on Trustpilot](https://www.trustpilot.com/review/kore.ai); claim id: `kore-ai-no-public-user-reviews`)_ - No public list pricing for the customer-service agent was found on Kore.ai's website or documentation during this check. _(Editorial assessment, checked 20 Sept 2026; source: Editorial assessment of Kore.ai public pricing pages on 20 September 2026; claim id: `kore-ai-no-public-pricing`)_ ## Product information ### Deployment model - Kore.ai documents two deployment models for its agent platform: browser-based cloud SaaS requiring no installation, and a self-hosted on-premises option for compliance-driven organisations. _(Vendor-reported, checked 20 Sept 2026; source: [Kore.ai Agent Platform documentation](https://docs.kore.ai/agent-platform/); claim id: `kore-ai-cmp-deployment`)_ ### Channels - Kore.ai's channel documentation lists digital channels (Slack, LINE, Microsoft Teams, WhatsApp, Messenger, Twilio SMS, Telegram, Zendesk, Instagram, Genesys, Genesys Open Messaging, Email), voice channels (Realtime LLM Voice, Pipeline Voice, VXML IVR, Genesys Audio Connector, AudioCodes), SDK channels (Web SDK, API, Mobile SDK), webhooks, and the AG-UI and Agent-to-Agent protocols. _(Vendor-reported, checked 20 Sept 2026; source: [Channels - Kore.ai Agent Platform documentation](https://koreai.mintlify.app/agent-platform/channels.md); claim id: `kore-ai-cmp-channels`)_ ### Languages - Unknown. No public source was found. ### Help desk and CRM integrations - Kore.ai documents pre-built connectors for Salesforce, ServiceNow, Zendesk, SharePoint, Confluence, Jira, Google Drive, Box and Amazon S3, with the Zendesk connector indexing tickets, ticket comments and Help Center articles under Zendesk's own visibility settings. _(Vendor-reported, checked 20 Sept 2026; source: [Zendesk connector - Kore.ai Agent Platform documentation](https://koreai.mintlify.app/agent-platform/connectors/zendesk.md); claim id: `kore-ai-cmp-helpdesks`)_ ### Knowledge sources - Kore.ai documents an ingestion pipeline of extraction, chunking (fixed-size, semantic or sliding-window), enrichment, embedding and storage, with hybrid semantic and keyword search, re-ranking and permission filtering applied before chunks reach the agent. _(Vendor-reported, checked 20 Sept 2026; source: [Knowledge bases and knowledge tools - Kore.ai Agent Platform documentation](https://koreai.mintlify.app/agent-platform/knowledge.md); claim id: `kore-ai-cmp-knowledge`)_ ### Actions in backend systems - Kore.ai's AI for Service page states its agents handle tasks such as scheduling, inventory and routine inquiries, and can summarise and transfer conversations to live agents. _(Vendor-reported, checked 20 Sept 2026; source: [AI for Service - Kore.ai](https://www.kore.ai/ai-for-service); claim id: `kore-ai-cmp-actions`)_ ### Human handoff - Kore.ai documents escalation to a human agent that forwards session variables and conversation history plus routing metadata, delivered as SIP headers on voice channels and through the provider's API on digital channels, with the exact format depending on the receiving platform. _(Vendor-reported, checked 20 Sept 2026; source: [Escalation to human agent - Kore.ai Agent Platform documentation](https://koreai.mintlify.app/agent-platform/escalate.md); claim id: `kore-ai-cmp-handoff`)_ ### Target customer size - CX Today reported Kore.ai as targeting large regulated enterprises in banking, healthcare and retail, with prebuilt applications intended for rapid deployment in those sectors. _(Independent report, published 10 Feb 2026, checked 20 Sept 2026; source: [Why Kore.ai Thinks AI ROI Finally Has A Clear Path](https://www.cxtoday.com/ai-automation-in-cx/why-kore-ai-thinks-ai-roi-finally-has-a-clear-path/); claim id: `kore-ai-cmp-targetsize`)_ ### Vendor-reported performance claims - Kore.ai's AI for Service page reports unnamed customer outcomes including 95% AI agent accuracy with 75% automated interactions and $97M annual cost reduction at a retail bank, 94% of contacts handled by AI agents with a 74% reduction in escalations and 65% self-service completion at a financial services firm, and a 25% reduction in average handle time at an e-commerce company. _(Vendor-reported, checked 20 Sept 2026; source: [AI for Service - Kore.ai](https://www.kore.ai/ai-for-service); claim id: `kore-ai-cmp-vendormetrics`)_ ## Product positioning Product focus: Support operations. Product breadth: Connected suite. Editorial view of the documented offering, not a performance ranking or a revenue measurement. - The reviewed offering is scoped to customer service and is documented as integrating with any contact centre or CRM rather than shipping a human agent desk of its own, while providing its own builder, channels, knowledge and connector tooling. That places it in support operations and connected suite. _(Editorial assessment, checked 20 Sept 2026; source: [Editorial assessment of Kore.ai AI for Service](https://www.kore.ai/ai-for-service); claim id: `kore-ai-positioning`)_ Landscape: https://ai-agent.review/positioning.md ## Evidence base The independent evidence behind these states comes mainly from analysts and trade press. Independent sources behind these verdicts: cxtoday.com. By kind: analysts and trade press (2). Verdicts across agents are not directly comparable while the evidence behind them comes from different kinds of source. See https://ai-agent.review/methodology#evidence-asymmetry. ## Change history Every change to this record is logged in the public changelog: https://ai-agent.review/changelog ## Corrections Factual corrections with a public source are accepted at corrections@ai-agent.review and answered within 14 days. Quote the claim id shown with each statement above. Method: https://ai-agent.review/methodology