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Generative AI
An Introduction to Generative AI and Large Language Models

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Generative AI
An Introduction to Generative AI and Large Language Models

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Generative AI
An Introduction to Generative AI and Large Language Models
AI Insights

The Decline of AI Agents and Rise of Agentic Workflows
Not long ago, fully autonomous AI agents were hailed as the future. These systems promised to handle complex, multi-step tasks without human intervention.
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AI agents and tools: Empowering intelligent systems for real world impact
Tools can be described as the hands and feet of AI agents, enabling seamless integration with external systems and processes. This includes capabilities such as web browsing, computer interaction, API access, and beyond.
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The future of Work with AI
There has been a number of studies on how AI for Work should be introduced. Workers know what good AI looks like, and when it will be useful to them.
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Mastering the 'Iron Triangle' of generative AI
Discover how Kore.ai redefines the 'Iron Triangle' of generative AI; balancing data quality, model performance, and governance to lead Gartner’s Magic Quadrants.
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Evolution of generative AI engineering from models to agentic ecosystems
With Gartner predicting that 30% of enterprises will implement AI-augmented development by 2025, the race is on to design not just models, but ecosystems of interoperable agents that deliver measurable value.
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The evolution from prompt engineering to contextual AI in AI systems
Move beyond fragile prompts with context engineering. Learn how context-aware AI agents boost memory, adaptability, governance, and enterprise scalability.
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MCP orchestration for scalable enterprise AI with Kore.ai
As the Model Context Protocol (MCP) gains momentum, the challenge of governing multiple dynamic MCP servers comes to the forefront.
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Introducing MCP: a new standard for dynamic AI integration
This AI insight explains the Model Context Protocol (MCP), an open-source standard by Anthropic for dynamic AI integration, which enables AI agents to access external tools and data in real-time, simplifying integrations with a standardized framework.
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The future of enterprise AI: Why you need to start thinking about agent networks today
AI agents for business applications are evolving beyond isolated LLMs and single AI agent applications. The future lies in humans working alongside AI agent networks—intelligent teams of AI agents that collaborate, learn, and operate autonomously to drive business efficiency and innovation.
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ABCs of AI: a simple approach to explaining core concepts of AI
This AI insight explains core AI concepts, including AI agents, robotic process automation (RPA), graph data, large language models (LLMS), retrieval-augmented generation (RAG), and the Agentic Spectrum, with the aim of simplifying complex terms.
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Beyond AI agents: the Agentic X continuum and the future of automation
Instead of jumping straight into fully autonomous AI, a smarter approach is to introduce AI agents gradually, balancing automation with human oversight. Learn how to bridge the AI agency gap, orchestrate AI effectively, and build trust in AI agentic applications.
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Customer Stories

Empowering a Global Frontline Workforce with AI-Driven Employee Assistance
Real-time knowledge access, consistent service delivery, and smarter sales support across distributed maritime operations.
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Transforming Live Event Support with Intelligent Digital Self-Service
A North American digital ticket marketplace uses AI-powered self-service to scale customer support across web and mobile during peak, event-driven demand.
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Modernizing Digital Self-Service for Corporate Travel
AI-powered self-service enabled business travelers to resolve common requests faster while reducing support effort.
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Empowering 80K Wealth Advisors with Agentic AI
How agentic AI transformed advisor productivity and knowledge access at a global financial services firm.
Customer Story
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Transforming Banking Service Experiences with AI-Powered Voice and Digital Assistance
How AI-driven banking automation helped a regional financial institution scale self-service and reduce agent workload.
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Telecoms Provider Transforms Customer Service and Agent Support with AI
Automating millions of interactions while improving agent efficiency and service consistency.
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Major Tax Provider Scales Digital Support with AI Agents
With enterprise AI Agents, they enabled scalable self-service, faster access to information, and consistent experiences across products.
Customer Story
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National Pharmacy Scales Voice AI for High-Volume Prescription Support
Support for over one million pharmacy calls per day while improving prescription access and reducing strain on store teams.
Customer Story
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E-Commerce Giant Scales Customer Self-service Across Voice and Digital
Supporting hundreds of thousands of automated interactions each week while achieving high containment and reducing reliance on live agents.
Customer Story
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Telecoms Provider Modernizes High-Volume Customer Service with Voice Automation
The organization improved containment, reduced call lengths, and established a scalable foundation for future voice and digital experiences.
Customer Story
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Healthcare Giant Transforms Member Engagement with Omnichannel AI
Unified digital and assisted member engagement through an omnichannel AI service model for regulated environments.
Customer Story
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Global Pharmaceutical Leader Scales Support with AI
A global pharmaceutical organization scaled compliant, multilingual support across employees and customers using Kore.ai’s AI for Service platform.
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CA Healthcare Provider Scales Patient Access with AI Agents
The provider used Kore.ai to automate patient access workflows, reduce call-center strain, and improve multilingual support.
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Major Health Insurer Modernizes Contact Center Operations with Voice AI
Phased transformation powered by Kore.ai improves efficiency, enables agent assist, and lays the foundation for agentic AI.
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Telecoms Leader Transforms Voice at Scale with AI-Driven IVR Automation
The company modernized its IVR with Kore.ai AI Agents, boosting automation, reducing costs, and improving customer experience.
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Global Investment Firm Scales Retirement Plan Support with AI
With Kore.ai’s AI for Service, a global investment firm scaled retirement plan support through intelligent automation—achieving an 85% success rate and $3.1M in annual savings while improving participant satisfaction.
Customer Story
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Autodoc Transforms Multilingual Customer Support with AI Agents
AUTODOC scaled multilingual support with Kore.ai AI agents—cutting agent workload by 30% while improving customer satisfaction and service speed across 27 countries.
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A Leading Bank in UAE Accelerates Credit Evaluation with Inception InAlpha
Empower your business with the experience you need for tailored solutions and unmatched support from our trusted partners.
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Empowering financial advisors with secure, intelligent AI Support
A leading global financial services company needed a secure, intelligent solution that could deliver compliant, personalized support enterprise-wide.
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Scaling intelligent IT support at a global pharmaceutical leader
This global leader in pharmaceutical innovation needed to modernize how employees receive IT support across a large, regulated enterprise environment.
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Automating banking workflows with multi-lingual AI agents at leading Middle Eastern bank
This leading bank in the Middle East set out to reimagine banking support with intelligence, scale, and personalization—delivered consistently in both English and Arabic.
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Leading global bank scales HR support with AI without adding headcount
A leading global financial services institution needed to modernize how HR support was delivered across its international workforce.
Customer Story
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Boardwalk REIT reinvents contact center service for 30,000+ residents
Boardwalk REIT manages over 33,000 residential rental units across four Canadian provinces. To meet rising resident expectations and operational demands, Boardwalk partnered with Kore.ai to transform its contact center—balancing automation with the personal touch that defines its service.
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Transforming global HR support at AMD with scalable AI agents
AMD partnered with Kore.ai to transform HR support delivery at scale—quickly, efficiently, and without sacrificing the human touch.
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RCBC’s AI-driven customer experience transformation
How AI-powered automation redefined customer service and efficiency
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Blog

Agentic AI in Retail: Transforming Customer Experience & Operations
Discover how agentic AI is transforming retail industry with autonomous decision-making across inventory, pricing, CX, and operations beyond traditional AI.
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Top Glean Alternatives (2026 Guide)
Compare the top Glean alternatives and competitors in 2026. Explore enterprise search platform like Kore.ai, Elastic, Coveo, Lucidworks, Moveworks, Google Cloud Search, Algolia & more.
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AI Agents in 2026: From Hype to Enterprise Reality
AI agents aren’t failing because of the technology but because most pilots aren’t designed for enterprise production, governance, and ROI.
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Parallel Agent Processing
Parallel agent processing reduces latency in agentic AI by orchestrating multiple specialized AI agents concurrently for faster, scalable enterprise workflows.
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AI Orchestrators: Putting the Cape on Your People
Why training employees to orchestrate AI and human judgment not just to use tools, unlocks real transformation, better decisions, and lasting competitive advantage.
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Top 7 Moveworks Alternatives in 2026 | Tested & Reviewed
Explore the best Moveworks alternatives and competitors in 2026. Compared by use-case breadth and scalability. Kore.ai, Glean, Aisera, Lucidworks, n8n, UiPath, and Cognigy.
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Why Getting AI-Ready Now Is the Strategic Move of This Decade
AI readiness is the best legacy a CEO can leave. Demographics guarantee fewer workers by 2040, start building AI-augmented operations now to win.
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What is Enterprise AI: Complete Guide to Strategy, Architecture & Implementation
Learn why enterprises must move beyond off-the-shelf AI and how purpose-built agentic AI systems enable scalable, reliable, business-ready intelligence.
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Whitepapers

The executive guide to AI for Work
Strategic guide to bring agentic AI to the core of employee environment, across lifecycles, departments, use cases, and teams, at scale.
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Responsible AI framework for your own peace of mind
Navigating the ethical waters surrounds the AI revolution and ensuring you feel confident.
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Generative AI 101: a guide to what's hot and what's not
An introduction to generative AI (GenAI) and large language models (LLMs)
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Reimagine work at your organization for you and your employees
The 5 critical considerations to amplify employee impact, without adding complexity to your tech stack.
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Multi-engine NLP: understand human intents with unparalleled accuracy
Natural Language Processing (NLP) is the hottest technology in AI. It is growing at a CAGR of 21.5% and will reach US$42.04 billion by 2026, according to Mordor Intelligence.
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Kore.ai analytics guide
AI agents built on the Kore.ai Agent Platform can handle millions of conversations and transactions across industries and functions.
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CXO AI toolkit for enterprise AI success
Gartner predicts that by 2025, 85% of business operations will be AI-driven.
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Vendor due diligence: criteria for evaluating enterprise AI agent solutions
AI agent platforms are designed to make it easy for enterprises and developers to build, host, and manage AI agents that can bring instant value to employees and customers.
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The Kore.ai Platform guide for Service
The Kore.ai Agent Platform is the industry-leading AI agent platform. It offers a unique blend of conversational AI and generative AI capabilities.
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Conversational AI 101
Improve customer and employee relations with conversational AI
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How to build engaging experiences for the hybrid/digital-first workforce
With the workplace growing more dynamic by the day, and employee experience taking top priority, it’s important to utilize technology that focuses on catering to employee needs.
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How to choose the right conversational AI technology partner
Leverage our experience in enabling organizations of all sizes across various industries with conversational AI solutions to determine all the measures you need to choose the right tech partner for you.
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Use AI agents to transform the shopping experience
As a retail store technology leader you must adapt to stay relevant and meet the demands of an increasingly tech-savvy consumer base.
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Responsible AI: crafting a future with ethics & integrity
Gartner predicts that by 2025, 80% of call center tasks will be automated, which is double the amount in 2022.
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Maximize ROI with transformative generative AI use cases
Leverage our structured framework to identify and implement high-impact generative AI use cases that align with your business goals, drive business benefits, and maximize ROI
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Your guide for choosing the right generative AI platform
Technological innovations have reshaped societies and Artificial Intelligence (AI) is making the shift now.
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Ten best practices for scaling generative AI
Through 2025, at least 30% of Gen AI projects will be abandoned after proof of concept (POC) due to poor data quality, inadequate risk controls, escalating costs, or unclear business value.
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Scale your enterprise with AI agents
AI Agents are not just new AI tools for specific tasks but game changers for efficiently scaling enterprise teams.
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Revolutionize Enterprise Search with RAG-Based Enterprise Searchgive
RAG isn’t just a search tool, it’s a transformative technology to revolutionize how enterprises discover, access, and utilize information.
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Unlock the Power of Generative AI
Unlock the potential of generative AI with our comprehensive guide tailored for technology leaders like you.
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Unleash the power of agentic AI for enterprise workflows
Agentic AI is revolutionizing enterprise operations with intelligent agents that reason, decide, and orchestrate workflows.
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Beyond AI Islands: why organizations must unify disconnected tools to decode the art of the possible.
Three out of four tech leaders fear the “silent failure” of AI, where promising investments quietly underdeliver.
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Webinars

NRF 2026 Takeaways: How Retailers Are Turning Product Search into Agentic Buying Experiences
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AI Activations - Testing Where It Matters: Building AI That Holds Up in the Wild
As AI moves from experimentation to production, trust is no longer optional. It is a prerequisite
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Agentic Platforms in 2025: Analyst Insights on the Future of Enterprise AI at Microsoft Ignite
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AI Activations - The Intersection of AI, Design Thinking, and Human-Centered Innovation
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AI Activations - AI Trends to Watch in 2025: Emerging Technologies, Industry Shifts & What's Next
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From Hype to Health Outcomes: How Agentic AI is Reshaping Patient Access, Clinical Operations, and Revenue Cycles
Join Gary Fingerhut and Chip Steiner from Kore.ai, together with Dr. Anthony Chang of CHOC and AIMed, for a practical post-conference session on what’s truly driving AI success in healthcare today.
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Enterprise Search Done Right: Leveraging Cognitive AI to Unlock Measurable Business Value
Most enterprise search tools promise intelligence but deliver frustration, endless links, incomplete answers, and wasted time. It’s time to rethink what “search” really means in the era of Cognitive AI.
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AI democratized: crafting AI agents in minutes
During this webinar, we discuss accessible tools and techniques to democratize AI, empowering everyone to build intelligent solutions in the same time it takes to make a coffee.
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AI mastery in 45 Minutes: boost customer experience with zero coding
If you thought that you needed to be a developer to build an AI solution, think again.
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AI and the IT service desk: trends, challenges, and future directions
Explore the latest trends in AI for IT service desks, including current challenges and future opportunities.
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Gen AI in the enterprise: uncovering use cases and achieving ROI
Generative AI (genAI) has the potential to transform the enterprise landscape, but how? Many organisations struggle to identify practical use cases, exit the pilot phase, and demonstrate business value.
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Transforming IT operations with AI: from reactive to proactive support
Shift from reactive to proactive IT support with the help of AI.
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Transforming 24/7 customer service in Property and Casualty insurance: a journey with 'Primo Insurance'
Join us for an exclusive webinar tailored to technology and customer experience professionals in the Property & Casualty (P&C) insurance sector.
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Fast-tracking AI innovation: how to scale responsible AI agents with no-code automation
Generative AI is transforming industries, but deploying AI at scale within enterprises requires overcoming significant technical challenges
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Boost Shopify sales and customer engagement: unleash the power of generative AI to your customers
Discover how industry leader Kore.ai’s conversational AI solutions can elevate your Shopify store by driving sales and enhancing customer engagement through AI-powered personalized shopping experiences.
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From chaos to clarity: making AI agents work for enterprise processes
As enterprises embrace AI, the challenges lie in integrating complex systems, making informed decisions, and ensuring compliance. How can businesses streamline operations and scale efficiently?
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Beyond AI islands: how to fully build an enterwise-wide AI workforce
AI investments are everywhere, but enterprise value isn’t. Many organizations have disconnected pilots, isolated tools, and governance gaps that stall momentum. It’s time to move beyond AI islands.
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Mind the gap: fulfilling the promise of agentic AI
Abstract: agentic AI promises a new frontier in enterprise automation where AI agents can make decisions, perform tasks, and improve over time... but the hype has outpaced clarity.
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Strategic shifts: aligning AI around business value
Explore the shift from hype to impact, reveal what it takes to move from isolated AI pilots to business-wide value, and how companies can reimagine employee and customer journeys with agentic AI.
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New research: enterprise AI adoption trends and challenges
Join us as we shine a light on contact center agent and customer opinions of AI, their top challenges and the key to successful customer service.
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Better interactions: more human-like customer conversations
Learn how to improve your customer experience using the Kore.ai Agent Platform with new capabilities, including DialogGPT improvements and new generative AI features.
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Healthcare reimagined: unleashing the potential of AI
A discussion over new exclusive research and insights directly from 500 contact centre agents and 1000 customers
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AI in enterprise: are agents and customers on board or jumping ship?
A discussion over new exclusive research and brand new insights directly from 500 contact centre agents and 1000 customers
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Delight members and increase Lifetime Value using LLMs and AI for Credit Unions
Discover how conversational AI can help drive improved customer satisfaction, which leads to measurable improved customer lifetime value.
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Revolutionizing recruitment: leveraging conversational and generative AI for smarter hiring
Explore how Generative AI is transforming recruitment in this on-demand webinar.
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AI Research Reports

Kore.ai named a leader in Everest Group’s Conversational AI & AI Agents in CXM Products PEAK Matrix® Assessment 2025
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Kore.ai named a leader in the Forrester Wave™ Cognitive Search Platforms, Q4 2025
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Kore.ai is named a leader in the Gartner’s EMQs for Generative AI Engineering and GenAI Applications for 2025
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Kore.ai named a leader in The Forrester Wave™: Conversational AI for Customer Service, Q2 2024
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Everest report 2024: transforming experiences with generative and conversational AI
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