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: 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: 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: 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.

The Challenges of Information Overload

Will there every be an actual end to information overload? After all, it's been long-standing complaint and only seems to be intensifying. Relief, in the form of surfacing only relevant information, customizing summarization, aligning curation and automation with business goals, and instating visualization, lies ahead.

Evolution of Semantic Layers and Knowledge Graphs: Pivotal Components for KM

Over time, structured and unstructured data have moved closer together, both in terms of organizational interactions and in terms of the enabling technologies. Merging structured and unstructured data provides a richer knowledgebase and a more solid path to agentic AI, as well as greater accessibility for users. The semantic layer and knowledge graphs have gone a long way to drive this trend.

KM and IT Find Collaboration Productive

IT plays a role in providing a port of entry for customer service solutions and for integrating them with the various repositories that form the knowledgebase. After that point, most KM solutions can be configured and managed by subject matter experts. But the infrastructure on which they are built, whether SaaS or on-prem, must provide the capacity and speed required to deliver their potential.

KMWorld 100 Companies That Matter in Knowledge Management 2026

Companies on this list are wonderful examples of how their products expand the power of KM in changing knowledge environments. They stand out in the KM field, and we applaud their accomplishments. As always, the list is meant to generate interest and to spark discussion. Let us know what you think, and alert us to anything we might have missed.

Securing Your Internal Knowledge Amidst Shadow AI

The pervasiveness of advanced ML models, as well as their effectiveness for increasing productivity, has multiplied the difficulty in securing internal knowledge. Organizations cannot afford to forsake the staples of data access governance,which include data discovery, data classification, access control policy authoring and implementation, monitoringand auditing for regulatory compliance, data privacy, and data security.

Impact of AI on KM Strategy: A Two-Way Street

AI's impact on KM strategy is omnipresent and includes recognizing its potential, particularly for enhancing existing knowledgebases and automating existing processes, while acknowledging the critical role of accurate, clean data to which organizations have access. Consider it a two-way street when setting organizational strategies.

The Next Edge in Knowledge Management: KM for the Modern Workforce and the Era of AI

Traditional KM has always recognized that the most valuable knowledge is not just stored in documents or databases, but exchanged through conversations, mentorship, and collaboration. It's the wisdom that walks out the door when someone retires, the lessons learned from past successes and failures, and the expertise that enables teams to solve problems faster and innovate with confidence. Today, however, the landscape has shifted. We have more hybrid teams, distributed expertise, and the continued rise of AI.

The Infrastructure Beneath Enterprise AI - Bloomfire

Bloomfire is your governed Enterprise Intelligence layer: infrastructure that sits between your AI applications and your enterprise data. We connect fragmented knowledge pools, enrich your internal knowledge with trusted external sources, continuously clean and curate content, and ensure that AI responses are grounded in verified, up-to-date institutional knowledge with clear citation and context.

The Leading Knowledge Management Services Firm to Help You Bridge Your Knowledge, Data, and AI Goals - Enterprise Knowledge

Where most organizations are still struggling to realize value from AI initiatives or move beyond the pilot phase, at EK, we've ensured our clients are realizing measurable business returns at the enterprise level. Our success in this space stems from our constant stance forward, helping to not just spot the forthcoming trends, but actually to establish them.

From Information to Intelligence: Elevating Organizational Experiences with Knowledge Management and GenAI - KMS Lighthouse

As GenAI becomes embedded into daily workflows, the organizations that succeed will be those that invest in both strongknowledge foundations and intelligent AI-driven experiences.

Taking Work to the Next Level - Mindbreeze

Our unique strength is the ability to govern, scale, and operationalize intelligence, while delivering measurable business value and clear ROI. At the same time, Mindbreeze remains auditable, compliant, and aligned with enterprise policies, making it suitable for mission-critical use.

AI is only as powerful as the knowledge behind it - Upland RightAnswers

AI must operate within clear guardrails, supported by human oversight and defined governance processes. When knowledge is reviewed, versioned, and owned, AI becomes a trusted accelerator rather than a potential risk. Organizations that embrace human-in-the-loop governance are better positioned to innovate confidently while maintaining control.

Readers' Choice Awards 2025 - Bloomfire - Certified Knowledge that Enables Accurate, Reliable AI

Where others generate content, we verify, cite, and continuously improve it—so answers are trusted, not just fast. This is what makes Bloomfire agentic AI in practice: intelligence that doesn't just respond, but takes action to govern, heal, and surface knowledge in ways that drive measurable outcomes.