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AI & Machine Learning

AI & Machine Learning Solutions power machines to copy intelligent human behavior and are in everything--from your smartphone to (maybe) that voice on the other end of the phone. See below for the latest AI news, trends, and solutions.

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Features

KMWorld Readers' Choice Award Winners 2025

KM is about people and their ability to capture, organize, share, and make actionable knowledge. KM relies on technologies that can enable this core mission. Congratulations to the KMWorld Readers' Choice Award winners, and many thanks to all of you who submitted nominations and took the time to vote.

KMWorld Leader Group for 2025

While our Readers' Choice Awards honor the top companies in each of the categories, we've expanded this year's coverage to include a supplementary list we're calling the Leader Group that showcases the broader landscape of exceptional KM solutions available to organizations today. So much excellent work is being done, and done quickly, given the rapid changes in technology.

Readers' Choice Awards 2025 - Access Innovations: Implement Foundational Technologies in your AI Projects

Organizations that implement foundational technologies, such as taxonomy and auto-tagging content, will see significantly better success rates. With AI adoption failure rates ranging from 50% to 95%, it makes sense to take the time to lay a solid foundation first.

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.

ViewPoints

Make Your Way Through the Many Options Offered by LLMs

Conversational AI interfaces and human-AI collaboration to transform legal knowledge management in 2026

This next year will see the knowledge management function take a direction that focuses on a more advanced and mature way of leveraging AI

Leaders predict AI to continue permeating all aspects of KM in 2026

AI continues to be the topic du jour for various aspects of knowledge management, and 2026 looks to be no exception as leaders in the industry look ahead

How Semantic AI & Knowledge Graphs Can Turn M365 Environments Into a Smart Knowledge Hub

By eliminating data silos, semantic AI enriches customer data and content and enables greater knowledge discovery across an organization. Due to its diverse capabilities, such as text mining, tagging, semantic search, etc., it can be implemented along the whole data and content lifecycle in order to develop intelligent applications. When integrated with an organization's CMS, semantic AI can help individuals get the information they need sooner.

Columns

Why Embodied Knowledge Matters and Why AI Doesn't Understand

A machine-learning large language model doesn't have tacit knowledge. It consists of potential knowledge.

Is Your Agentic AI Built on Sand or Bedrock?

Data and knowledge do not, anymore, exist as separate components. They are rapidly merging into a single architecture. As KM'ers, we can no longer leave data management solely up to the admins. Rather, we need to work closely with them on creating data architectures that are contextually and semantically rich enough to be reliably actionable for use by autonomous and semi-autonomous agents.

Forget AI Magic, Embrace the Knowledge Graph

The advances in AI and information management are not our enemies; they are our most powerful allies. When wielded by skilled KM professionals, these technologies work. When deployed without our input, they fail miserably, delivering incorrect, misleading, or plain nonsensical results.

The Productivity Paradox: Why Your AI Investment Won’t Pay Off Without KM

There should be one clear group of winners emerging from the coming disillusionment: knowledge and information managers. The AI reckoning will force a long-overdue epiphany upon executive leadership: The value of technology is not inherent; it is contingent on the quality of the information fuel you feed it.

Knowledge Management Whitepapers

The Trend-Setting Products in Knowledge Management 2025

AI-Powered PLM in Manufacturing: Making PLM Content AI-Ready

How ENOVIA + Adlib turn CAD, BOMs, and SOPs into reliable knowledge for search, RAG, and compliance

Pharma Launches Don’t Fail Because of Strategy. They Fail Because of Documents.

Discover how Veeva + Adlib eliminate content bottlenecks, accelerate approvals, and make your launches AI-ready.

Managing Information Through Transition: The Merger and Acquisition Integration Playbook

AI & Machine Learning Companies and Suppliers
AI & Machine Learning Directory