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    Insights & Articles

    From concept insights and evaluation guides to practical methods and perspectives & stories—explore AI-powered enterprise knowledge workflows.

    Edge AI processing data on local devices in the field

    What Is Edge AI?Why Field Work and Sensitive Data Need Edge AI

    Edge AI runs AI inference and data processing on local devices close to where data is generated. This article compares Edge AI and Cloud AI, and explains offline, low-latency, and sensitive-data use cases, limitations, and key evaluation points.

    2026-10-05Concept Insights
    Enterprise team evaluating Cloud and On-Premises AI deployment architecture

    How to Choose Your Enterprise AI Deployment Model:A Complete Cloud vs. On-Premises Evaluation Guide

    When enterprises adopt AI, one of the first architecture decisions is where it should run: in the cloud or within the organization's own infrastructure (on-premises)? This guide compares Cloud and On-Premises AI to help enterprises evaluate the right deployment model.

    2026-09-17Evaluation Guides
    How to Choose an Enterprise AI Knowledge Management Platform: 6 Criteria and Why Traditional KM Fails

    How to Choose an Enterprise AI Knowledge Management Platform:6 Criteria and Why Traditional KM Fails

    An enterprise AI knowledge management platform turns meetings and documents into a searchable, question-ready knowledge base. Compare 6 criteria before you choose.

    2026-08-20Evaluation Guides
    30 Years in Enterprise Software — And the Problem That Actually Mattered

    30 Years in Enterprise Software —And the Problem That Actually Mattered

    By Ming-Chieh Lee, Founder & CEO of truley.AI — a personal account of why enterprise knowledge management became the problem worth solving, and how Truley Companion was born from real pain points observed over three decades.

    2026-05-26Perspectives & Stories
    Why Is Your Team's Decision-Making Still Slow? The 3 Stages of Knowledge Management

    Why Is Your Team's Decision-Making Still Slow?The 3 Stages of Knowledge Management

    Knowledge management is more than archiving. Learn what it is, the 3 maturity stages, and 4 steps to make existing knowledge support faster decisions.

    2026-04-22Practical Methods
    How to Choose an Enterprise AI Meeting Tool in 2026: 6 Evaluation Criteria and Teams Integration Tips

    How to Choose an Enterprise AI Meeting Tool in 2026:6 Evaluation Criteria and Teams Integration Tips

    How should enterprises choose an effective and accurate AI meeting tool? This article breaks down 6 key evaluation criteria and deployment considerations to help you find the tool that actually fits your team's workflow.

    2026-04-22Evaluation Guides