What Metrics Actually Matter in an AI Knowledge Base?

<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">In a world where time is currency and information overload is the norm, organizations are turning to </span><a style="text-decoration: none;" href="https://bhyve.io/"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #1155cc; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">AI-powered knowledge bases</span></a><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> to bring order to chaos. These systems centralize fragmented knowledge, retrieve the right information at the right moment, and ultimately empower teams to work smarter.</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">But as with any enterprise system, adoption is only the beginning. The real question is:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">How do you measure whether your AI knowledge base is actually delivering value?</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">It&rsquo;s easy to get distracted by vanity metrics by analyzing&nbsp; how many articles are published, how many users have logged in, or how many queries are processed each month. While these numbers may be comforting in dashboards, they rarely tell the full story. A high volume of activity doesn't automatically translate into impact. Instead, leaders must focus on outcome-driven, actionable metrics reflecting knowledge quality, usage relevance, and business impact.</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Let&rsquo;s break down the metrics that actually matter and why they should be at the heart of your AI knowledge strategy.</span></p>
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<h2 dir="ltr" style="line-height: 1.38; margin-top: 18pt; margin-bottom: 4pt;"><span style="font-size: 17pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">1. Search-to-Resolution Rate: Are People Finding What They Need?</span></h2>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Why it matters:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">The primary function of an AI knowledge base is to help users solve problems or find answers,&nbsp; quickly and accurately. This metric tracks how often a user's query leads directly to a successful resolution without requiring additional steps, such as reaching out to a colleague or escalating the issue.</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">What to measure:</span></p>
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<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Percentage of queries that result in </span><a style="text-decoration: none;" href="https://www.klipfolio.com/resources/kpi-examples/digital-marketing/content-engagement"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #1155cc; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">successful content engagement</span></a><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> (downloads, page completions, task completions).</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Reduction in follow-up questions or repeat queries for the same topic.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 12pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">User feedback ratings on AI-generated results.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Insight:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> A low search-to-resolution rate suggests that either the AI isn&rsquo;t surfacing relevant content, or the knowledge base lacks the depth required to answer queries. Both point to an opportunity for retraining the AI or enriching the content library.</span></p>
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<h2 dir="ltr" style="line-height: 1.38; margin-top: 18pt; margin-bottom: 4pt;"><span style="font-size: 17pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">2. Time to Knowledge (TTK): How Quickly Are Answers Delivered?</span></h2>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Why it matters:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> Time is the most quantifiable and relatable productivity metric. Employees often spend 20&ndash;30% of their day looking for information. </span><a style="text-decoration: none;" href="https://bhyve.io/blogs/Unlocking-Knowledge-Excellence:-Introducing-BHyve's-Generative-AI/8cea19d4-524c-44a9-acaf-e57d5b11220e"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #1155cc; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">AI</span></a><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> promises to shrink that time dramatically.</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">What to measure:</span></p>
<ul style="margin-top: 0; margin-bottom: 0; padding-inline-start: 48px;">
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Average time from query input to a successful result or action.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Time comparisons pre- and post-AI implementation across departments.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 12pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Drop-off rates, when users abandon their search mid-way, signaling friction or poor results.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Insight:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">An efficient system isn't just about speed; it's about surfacing the </span><a style="text-decoration: none;" href="https://bhyve.io/blogs/What-Is-The-Cost-Of-Poor-Search-For-Your-Organisation-/684c5725-19c3-4b50-b4cb-8b6889260c56"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #1155cc; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">right</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #1155cc; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;"> knowledge</span></a><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> with minimal noise. Improving Time to Knowledge can yield substantial savings in labor hours, especially across large teams or high-complexity environments like R&amp;D or engineering.</span></p>
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<h2 dir="ltr" style="line-height: 1.38; margin-top: 18pt; margin-bottom: 4pt;"><span style="font-size: 17pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">3. Knowledge Reuse Rate: Is Existing Knowledge Being Leveraged?</span></h2>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Why it matters:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">One of the core benefits of a knowledge base is the ability to avoid reinventing the wheel. If teams are consistently using the same documents, frameworks, or answers to solve similar problems, you're capturing institutional memory and amplifying its value.</span></p>
<p><strong style="font-weight: normal;">&nbsp;</strong></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">What to measure:</span></p>
<ul style="margin-top: 0; margin-bottom: 0; padding-inline-start: 48px;">
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Frequency of specific documents, answers, or insights being reused across teams.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Cross-departmental usage of the same content.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 12pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Tags or citations indicating application of past knowledge in new contexts.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Insight:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">High reuse signals maturity in knowledge management. It shows that your system not only houses information but enables </span><a style="text-decoration: none;" href="https://bhyve.io/blogs/Leverage-Existing-Expertise-and-Experiences-for-Maximum-Impact/18a62424-9a7c-4f08-9bfe-b6be8118fb40"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #1155cc; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">organizational learning</span></a><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">,&nbsp; the hallmark of knowledge-driven cultures.</span></p>
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<h2 dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 16pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">4. Coverage and Gaps: Do You Have the Right Knowledge?</span></h2>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Why it matters:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">No knowledge base can be complete at launch. But a smart one identifies and learns from its blind spots. Gaps in query coverage, either due to missing content or poor indexing are critical to track and address.</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">What to measure:</span></p>
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<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Ratio of successful responses to total queries</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Percentage of queries that return &ldquo;no results&rdquo; or low-confidence answers</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Topics or departments with consistently low resolution</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
</li>
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 12pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Nodes in the Knowledge Graph with few or no connections</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> (indicating isolated or underdeveloped areas)</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
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</ul>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Insight:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Gap analysis tells you where your users are seeking help but not getting it. This allows for a proactive knowledge development strategy, focusing on areas of high demand but low coverage especially crucial during onboarding, process rollouts, or regulatory changes.</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Knowledge Graph</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">A </span><a style="text-decoration: none;" href="https://www.ontotext.com/knowledgehub/fundamentals/what-is-a-knowledge-graph/"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #1155cc; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Knowledge Graph</span></a><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> helps visualize the relationships between topics, teams, and content. By identifying nodes with sparse links or missing associations, you can uncover hidden gaps and prioritize knowledge creation. It ensures your knowledge base not only grows, but grows </span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: italic; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">intelligently</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">, filling the right gaps with the right context.</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">A knowledge graph can help in:&nbsp;</span></p>
<ul style="margin-top: 0; margin-bottom: 0; padding-inline-start: 48px;">
<li dir="ltr" style="list-style-type: disc; font-size: 10pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #161616; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">It allows question answering and search systems to retrieve and reuse comprehensive answers to given queries.&nbsp;</span></p>
</li>
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #161616; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 12pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #161616; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Eliminates manual data collection and saves time for businesses to identify content and their gaps.</span></p>
</li>
</ul>
<hr />
<p><strong style="font-weight: normal;"><br /><br /></strong></p>
<h2 dir="ltr" style="line-height: 1.38; margin-top: 18pt; margin-bottom: 4pt;"><span style="font-size: 17pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">5. Content Freshness and Validation: Is Knowledge Current and Trusted?</span></h2>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Why it matters:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Outdated or incorrect knowledge is worse than no knowledge at all. Trust in the system hinges on users believing that what they&rsquo;re reading is up to date, accurate, and approved by credible sources.</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">What to measure:</span></p>
<ul style="margin-top: 0; margin-bottom: 0; padding-inline-start: 48px;">
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Average age of knowledge assets.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
</li>
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Frequency of content reviews or updates.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
</li>
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 12pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Peer validation rates, such as upvotes, comments, or expert endorsements.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
</li>
</ul>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Insight:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Stale content erodes user confidence and discourages engagement. Building workflows for content review ideally powered by AI recommendations ensures that the knowledge base remains a living system rather than a static archive.</span></p>
<hr />
<h2 dir="ltr" style="line-height: 1.38; margin-top: 18pt; margin-bottom: 4pt;"><span style="font-size: 17pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">6. Depth of Engagement: Are Users Just Browsing or Truly Learning?</span></h2>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Why it matters:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Not all clicks are equal. Engagement metrics that go beyond views, such as time spent on page, actions taken after reading, or content shared with others reveal whether users are meaningfully interacting with the knowledge they find.</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">What to measure:</span></p>
<ul style="margin-top: 0; margin-bottom: 0; padding-inline-start: 48px;">
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Average time spent per article or document.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
</li>
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Follow-up actions such as downloads, notes, or usage in projects.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
</li>
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 12pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Feedback scores or comments on content usefulness.</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
</li>
</ul>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Insight:</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /></span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Shallow engagement may indicate irrelevant search results, poor content formatting, or low contextual value. Improving metadata, summaries, and AI-ranking logic can enhance these experiences.</span></p>
<hr />
<h2 dir="ltr" style="line-height: 1.38; margin-top: 18pt; margin-bottom: 4pt;"><span style="font-size: 17pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">How BHyve Will Help You In Capturing These Insights</span></h2>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">At </span><a style="text-decoration: none;" href="https://bhyve.io/"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #1155cc; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">BHyve</span></a><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">, we are not just building an AI knowledge base,&nbsp; we are building the intelligence layer that powers your organization&rsquo;s learning, decision-making, and operational continuity. BHyve&rsquo;s AI layer sits on top of your existing knowledge bases to reduce friction but also get instant answers.&nbsp;</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">We have identified the metrics that matter for an AI knowledge base and go beyond surface metrics and provide </span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">granular, actionable insights</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> through a comprehensive analytics dashboard and AI-powered instrumentation.</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">With BHyve, you can track all key search metrics&nbsp; including query volume, click-through rates, content freshness, and indexing performance. More importantly, BHyve helps you deeply understand your organizational knowledge through content semantics, by grouping content by common themes and uncovering what knowledge exists, what&rsquo;s missing, and what employees are actively looking for.</span></p>
<hr />
<h2 dir="ltr" style="line-height: 1.38; margin-top: 18pt; margin-bottom: 4pt;"><span style="font-size: 17pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Final Thoughts: From Storage to Strategy</span></h2>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Measuring an AI knowledge base is no longer just about activity. It&rsquo;s about </span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">impact</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">.</span></p>
<ul style="margin-top: 0; margin-bottom: 0; padding-inline-start: 48px;">
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Are employees working faster and making fewer mistakes?</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
</li>
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 0pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Are teams sharing, improving, and building on each other&rsquo;s work?</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
</li>
<li dir="ltr" style="list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height: 1.38; margin-top: 0pt; margin-bottom: 12pt;" role="presentation"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Is the system surfacing knowledge that would otherwise be lost?</span><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"><br /><br /></span></p>
</li>
</ul>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">The most effective organizations treat knowledge not just as a byproduct of work&nbsp; but as a core asset worth managing intelligently.</span></p>
<p dir="ltr" style="line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">If your current metrics don&rsquo;t reflect this value, it may be time to rethink what you're measuring and why.</span></p>
<p><strong id="docs-internal-guid-24240cca-7fff-8294-94a8-c69a756eb62c" style="font-weight: normal;"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;">Want to benchmark your knowledge base or add a smart AI layer that gives you these metrics? </span><a style="text-decoration: none;" href="https://calendar.app.google/iSpWf3dy5PftYQ2BA"><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #1155cc; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Book a Demo</span></a><span style="font-size: 11pt; font-family: Arial,sans-serif; color: #000000; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;"> today! </span></strong></p>
<p><img src="https://bhyve-organizations-dev.s3.ap-south-1.amazonaws.com/8b1e725c-1eba-4c61-88d1-734bc7d0cc6f/files/6b2df967-8302-44ed-ac26-1bb211012104-3c0ca9c0-6eb6-4a18-8c6d-ab442941cb1a.png" width="843" height="1231" /></p>