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    <title>AgileWatch Blog</title>
    <updated>2026-06-30T00:00:00.000Z</updated>
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    <subtitle>AgileWatch Blog</subtitle>
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    <entry>
        <title type="html"><![CDATA[When Network Operator will process their data with LLM?]]></title>
        <id>https://agilewatch.com/blog/data-llm-gap</id>
        <link href="https://agilewatch.com/blog/data-llm-gap"/>
        <updated>2026-06-30T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[{/ truncate /}]]></summary>
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<p>As LLM capabilities grow exponentially, the gap between these powerful models and the carrier's largely underutilized or unprocessed data is widening significantly.
In other words, as LLM capabilities increase and costs decrease, the potential profit margin for processing carrier-specific data is rising sharply.</p>
<p>To bridge this gap, a carrier-business-oriented Agent layer is essential.
This Agent enables the LLM to securely access massive data sets and process them according to predefined operational workflows, ultimately transforming raw data into tangible business value.</p>
<p><img decoding="async" loading="lazy" alt="Data and LLM Gap" src="https://agilewatch.com/assets/images/data-llm-gap2-b0dccc71be4b776c9a8de1999729877e.png" width="1389" height="768" class="img_ev3q"></p>
<h2></h2>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="-1"><a href="https://agilewatch.com/blog/data-llm-gap#-1" class="hash-link" aria-label="Direct link to -1" title="Direct link to -1" translate="no">​</a></h2>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="-2"><a href="https://agilewatch.com/blog/data-llm-gap#-2" class="hash-link" aria-label="Direct link to -2" title="Direct link to -2" translate="no">​</a></h2>
<p>The rapid advancement of LLMs is creating an ever-widening gap between their generic intelligence and the carrier's vast,
unprocessed data. As LLM power grows and costs drop, the profit potential from harnessing this data surges.
Filling this gap requires a carrier-specific Agent that gives the LLM access to massive data pools and enforces proper processing procedures, thereby delivering real business outcomes.</p>]]></content>
        <author>
            <name>Martin</name>
            <uri>https://linkedin.com/in/yangshun</uri>
        </author>
        <category label="LLM" term="LLM"/>
        <category label="Carrier" term="Carrier"/>
        <category label="Agent" term="Agent"/>
    </entry>
    <entry>
        <title type="html"><![CDATA[EPON Agent — Bringing LLMs to Network Operations]]></title>
        <id>https://agilewatch.com/blog/epon-agent-blog</id>
        <link href="https://agilewatch.com/blog/epon-agent-blog"/>
        <updated>2026-06-01T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[{/ truncate /}]]></summary>
        <content type="html"><![CDATA[
<p>This is a full <strong>MDX</strong> post. You can use React components inside!</p>
<div style="display:inline-flex;align-items:center;gap:0.5rem;margin:1rem 0;padding:0.5rem;border:1px solid var(--line);border-radius:var(--radius)"><button style="padding:0.25rem 0.75rem;background:var(--bg-elev);border-radius:var(--radius-sm);border:1px solid var(--line);color:var(--text);cursor:pointer">-</button><span style="font-family:var(--font-mono);font-size:1.125rem;min-width:3ch;text-align:center">0</span><button style="padding:0.25rem 0.75rem;background:var(--bg-elev);border-radius:var(--radius-sm);border:1px solid var(--line);color:var(--text);cursor:pointer">+</button></div>]]></content>
        <author>
            <name>Sébastien Lorber</name>
            <uri>https://sebastienlorber.com</uri>
        </author>
        <category label="EPON" term="EPON"/>
        <category label="Agent" term="Agent"/>
        <category label="Network" term="Network"/>
    </entry>
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