KMWorld Trend-Setting Products of 2026

KMWorld's Trend-Setting Products list of 2026 identifies the contributions of forward-thinking companies that are leading the way in innovating for knowledge access and sharing, improving knowledge flows, and paving the way for knowledge managers.

You Think Your Content is AI-Ready. Are You Sure? Access Innovations Data Harmony

By bringing knowledge domain-based systems into the era of artificial intelligence, the company continues its mission to make knowledge accessible, interoperable, and powerful for the next generation of AI solutions.

eGain Composer Recognized as a Trend-Setting Product of the Year

One of the newest additions to the eGain portfolio is Composer, a modular developer platform built on eGain's knowledge foundation. When IT teams need their AI applications to use the most accurate content, they can pull in whatever Composer component they need through open APIs, SDKs, and MCP servers, build agents that orchestrate and take action, and inherit enterprise security and governance automatically. Native MCP and A2A support connects teams to any LLM or agent.

Stravito AI Assistant: AI that connects all your consumer intelligence with all your decisions. Finally!

Stravito is the platform enterprise teams use to find what you already know, at decision speed, synthesize your knowledge into contextual, analyst-depth answers and pressure-test ideas against consumer perspectives built from your own data before investment is committed.

Talkdesk: Talkdesk CXA - part of a unified platform built for the hybrid workforce

Talkdesk helps organizations improve productivity, reduce cost to serve, and deliver better customer experiences as their workforce evolves.

Adaptive Learning and Personalization Within the Enterprise

Personalization and adaptive learning, from the KM perspective, revolve around human knowledge needs, which can change as projects, perspectives, and products change. Plus, given rapid technological advances that accelerate the ability of enterprises to understand those changes that affect personalization, people's expectations have heightened. Being able to tailor knowledge to individual preferences is suddenly the norm, although individuals may have to inform chatbots, language models, and knowledgebases of what has changed.

2026 The KMWorld AI 100: The Impact of AI on KM is Inescapable

While AI holds the promise of radically transforming KM, human oversight takes on intensified responsibilities for ensuring the knowledge provided is accurate, timely, and relevant as well as guarding against violations of privacy and proactively securing sensitive data.Value is the key to adopting any technology, and AI tools are no different. AI-enabled KM provides opportunities for KM to shine and for knowledge managers to prove their value to their organizations.

AI 100 Trailblazer: Access Innovations, Inc. - AI Can’t Find Information That Isn’t Labeled

Access Innovations combines decades of expertise in knowledge organization, taxonomy development, and metadata creation with advanced AI techniques to help organizations prepare their content for the next generation of intelligent applications.

AI 100 Trailblazer: AllegroGraph - Agentic AI Needs Context Graphs Built on Knowledge Graphs

As AI systems evolve from assistants into autonomous collaborators, enterprises will need durable memory, explicit semantics, lineage, governance, and explainability. AllegroGraph and GraphTalker provide the semantic control plane where Knowledge Graphs become Context Graphs for trusted Agentic AI.

AI 100 Trailblazer: Upland RightAnswers - Transforming enterprise knowledge into trusted AI answers

Purpose-built for complex, high-volume environments, RightAnswers empowers teams to resolve issues up to 4x faster with 49% faster search speed, achieve 80% AI-generated search response accuracy, and scale operations without increasing headcount through a proven combination of KCS-aligned workflows and next-generation capabilities including Gen Answers and RightAnswers X. 

AI 100 Trailblazer: Openstream.ai

The Eva™ platform powers a growing portfolio of Operational AI solutions, from Collaborative Agentic AI systems for high-stakes knowledge work to AI Virtual Agents, AI Voice Agents, and Digital Humans for customer and employee engagement across voice, vision, gesture, and text.

AI 100 Trailblazer: Altuent builds reliable AI outputs starting with better human-centric knowledge foundations

As organisations accelerate the adoption of tools such as Microsoft Copilot and AI agents, a consistent challenge is emerging: AI outputs are only as trustworthy as the knowledge they are built on. In many organisations, content is fragmented, inconsistent, and lacking the structure and context required to generate reliable answers. Altuent addresses this by focusing on the foundations of knowledge.

AI 100 Trailblazer: Enterprise Knowledge collaborates with clients at every stage of an AI program

Thought leadership and the proven methodologies and expertise within are what makes us successful in collaborating with our clients at every stage of an AI program, from initial strategy and business case development to design, piloting, and enterprise AI builds.

AI 100 Trailblazer: Evalueserve Powers Trusted, Governed Knowledge at Scale with Quality AI-Led Managed Services

For knowledge management teams, we address one of the most pressing challenges in the enterprise today: making organizational knowledge reliably findable, trusted, and governed at scale.

AI 100 Trailblazer: CrafterQ - The Future of Knowledge is Conversational

At CrafterQ, we believe the future of digital experiences is conversational. AI agents will become a new layer across websites, applications, documentation, and customer experiences, helping people discover information, solve problems, purchase products and make decisions more effectively.

AI 100 Trailblazer: KMS Lighthouse — Advancing Enterprise Knowledge with GenAI and Agentic AI

By combining deeply governed generative AI with agent-driven execution, KMS Lighthouse enables organizations to move beyond passive knowledge access toward intelligent, outcome-driven knowledge operations.

AI 100 Trailblazer: Lexsoft Systems is at the forefront of AI-powered legal knowledge management (KM)

Lexsoft T3 now plays a critical role in supporting the current wave of AI-led transformation of working practices in the legal sector. The company has evolved T3 from a standalone solution into a key component within the broader orchestrated workflows. KM as a solution is invisible—lawyers can simply trust that they are accessing the best knowledge documents.

AI 100 Trailblazer: Shelf - Knowledge and Data-First AI for the Agentic Enterprise

Built on a layered architecture, Shelf delivers agentic experiences across chat, voice, and email, orchestrates how agents reason and act through CortexAI, and scales Super Agents across contact-center and back-office workflows.

AI 100 Trailblazer: Mindbreeze - From Answers to Action: Agentic AI for the Enterprise

By unlocking enterprise knowledge sources and integrating with existing AI ecosystems, Mindbreeze transforms organizational data into a secure foundation for models, agents, and intelligent search with document-level security at scale.

AI 100 Trailblazer: eGain - The Trusted Knowledge Platform for AI and Humans

Enterprises choose the eGain AI Knowledge Hub—available as a full-stack solution that can be configured in days or assembled to spec using APIs, SDKs, and MCPs on the eGain Composer platform to ensure a governed, compliant content foundation.