Kore.ai
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.
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Product positioning
Explore the landscapeSupport operations · Connected suite
Editorial view of product scope. This is not a performance ranking.
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
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- Editorial assessment of Kore.ai AI for Service
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What this review establishes
Source-based review
This review examines published product documentation and attributed reports. Workflow examples explain what to check in your setup. We have not operated this agent or measured its resolution rate; reported results remain attributed to their publisher.
Workflows, examples, and evidence
Evidence labels follow the published rubric. Each row explains what a source actually supports, the conditions that matter, and a scenario to validate. Illustrative scenarios are evaluation prompts, not completed tests.
What this agent was judged by
The independent evidence behind these verdicts comes mainly from analysts and trade press. Verdicts rest on 1 independent source across analysts and trade press. This is not the same yardstick for every agent, and that asymmetry is a known limitation.
| Area | Evidence status | Evidence |
|---|---|---|
| Billing Illustrative scenario I was charged twice for the same order. Can you refund the extra payment? What to verify: Verify identity, inspect payment records, apply the refund policy, and confirm the payment-system result. If no authorized refund action is connected, hand off with the evidence. | Not established | The reviewed sources do not establish this scenario. Validate it in your intended configuration. |
| Orders Illustrative scenario My order has not arrived. Where is it? What to verify: Retrieve the correct order and current carrier status. Distinguish a real tracking update from an estimate; do not invent a delivery date. | Not established | The reviewed sources do not establish this scenario. Validate it in your intended configuration. |
| Returns Illustrative scenario I bought this 12 days ago and opened the box. Can I return it? What to verify: Check the actual return window, product exclusions, and order record. A policy answer and an executed return are different capabilities. | Not established | The reviewed sources do not establish this scenario. Validate it in your intended configuration. |
| Product questions Illustrative scenario Does this adapter work with my exact laptop model? What to verify: Use a current, approved compatibility source. Ask for the model when missing and distinguish documented compatibility from an assumption. | Vendor-documented | 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. 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
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| Account issues Illustrative scenario I lost access to my email. Change the address on my account. What to verify: Follow the approved identity-recovery process before accessing or changing account data. Escalate when identity cannot be verified. | Not established | The reviewed sources do not establish this scenario. Validate it in your intended configuration. |
| Complaints Illustrative scenario I have contacted you three times and the problem is still unresolved. What to verify: Recognize the repeat complaint, retain relevant history, and route it to the right team. Do not promise compensation outside the policy. | Not established | The reviewed sources do not establish this scenario. Validate it in your intended configuration. |
| Human handoff Illustrative scenario Please connect me to a person who can approve this exception. What to verify: Transfer to an available team with the conversation and relevant records. Outside working hours, explain the actual follow-up path rather than promise immediate contact. | External report | 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. 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
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
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| Small businesses Illustrative scenario A two-person support team wants to launch without a dedicated engineer. What to verify: Validate setup effort, existing help-desk support, required integrations, and ongoing maintenance. A small customer's story alone does not establish suitability for every small business. | Not established | The reviewed sources do not establish this scenario. Validate it in your intended configuration. |
| Mid-market Illustrative scenario A growing support team needs separate queues and connected order and account systems. What to verify: Validate routing, permissions, integration ownership, and handling of each team's policies in the intended configuration. | Not established | The reviewed sources do not establish this scenario. Validate it in your intended configuration. |
| Enterprise Illustrative scenario A multi-brand support organization needs controlled access across regional teams. What to verify: Validate data boundaries, audit records, escalation ownership, and the specific deployment requirements. A vendor's enterprise positioning is not proof of these controls. | External report | 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
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
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Industries the sources place it in
An industry row says where Kore.ai has been documented or reported working, not how well it worked there. Most rows are unknown for most agents, because the public record is thin. How industry evidence is counted.
| Industry | Evidence status | Evidence |
|---|---|---|
| Retail and e-commerce | External report | Retail appears in CX Today's account of the customer base, and the vendor reports a handle-time reduction at an unnamed ecommerce company. 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
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
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
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| Financial services | External report | 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. 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
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
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
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| Telecommunications | Not established | No reviewed source places Kore.ai in this industry. That is a gap in the public record, not evidence that the product is unsuitable. |
| Travel and hospitality | Not established | No reviewed source places Kore.ai in this industry. That is a gap in the public record, not evidence that the product is unsuitable. |
| Healthcare | External report | 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. 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
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
|
| Public sector and education | Not established | No reviewed source places Kore.ai in this industry. That is a gap in the public record, not evidence that the product is unsuitable. |
| Logistics and delivery | Not established | No reviewed source places Kore.ai in this industry. That is a gap in the public record, not evidence that the product is unsuitable. |
Documented capabilities
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
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- Analyst Recognition - Kore.ai
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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
- Source
- Channels - Kore.ai Agent Platform documentation
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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
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- Knowledge bases and knowledge tools - Kore.ai Agent Platform documentation
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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
- Source
- Why Kore.ai Thinks AI ROI Finally Has A Clear Path
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kore-ai-cxtoday-scale
Limitations and implementation conditions
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
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- Escalation to human agent - Kore.ai Agent Platform documentation
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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
- Source
- Knowledge bases and knowledge tools - Kore.ai Agent Platform documentation
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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
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- Kore.ai reviews on Trustpilot
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No public list pricing for the customer-service agent was found on Kore.ai's website or documentation during this check.Editorial assessment
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- Editorial assessment of Kore.ai public pricing pages on 20 September 2026
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Basic product information
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.
- 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
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- Kore.ai Agent Platform documentation
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- 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
- Source
- Channels - Kore.ai Agent Platform documentation
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kore-ai-cmp-channels
- Languages
- Unknown
- 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
- Source
- Zendesk connector - Kore.ai Agent Platform documentation
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- 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
- Source
- Knowledge bases and knowledge tools - Kore.ai Agent Platform documentation
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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
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- AI for Service - Kore.ai
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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
- Source
- Escalation to human agent - Kore.ai Agent Platform documentation
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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
- Source
- Why Kore.ai Thinks AI ROI Finally Has A Clear Path
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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
- Source
- AI for Service - Kore.ai
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kore-ai-cmp-vendormetrics
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