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    <fireside:genDate>Thu, 12 Mar 2026 06:17:47 -0500</fireside:genDate>
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    <title>Augmented Ops - Episodes Tagged with “Composability”</title>
    <link>https://www.augmentedpodcast.co/tags/composability</link>
    <pubDate>Wed, 18 Jun 2025 06:00:00 -0400</pubDate>
    <description>Augmented Ops is a podcast for industrial leaders, shop floor operators, citizen developers, and anyone else that cares about what the future of frontline operations will look like across industries. We equip our listeners with the knowledge to understand the latest advancements at the intersection of manufacturing and technology, as well as actionable insights that they can implement in their own operations. This show is presented by Tulip, the Frontline Operations Platform. 
</description>
    <language>en-us</language>
    <itunes:type>episodic</itunes:type>
    <itunes:subtitle>Where Manufacturing Meets Innovation</itunes:subtitle>
    <itunes:author>Tulip</itunes:author>
    <itunes:summary>Augmented Ops is a podcast for industrial leaders, shop floor operators, citizen developers, and anyone else that cares about what the future of frontline operations will look like across industries. We equip our listeners with the knowledge to understand the latest advancements at the intersection of manufacturing and technology, as well as actionable insights that they can implement in their own operations. This show is presented by Tulip, the Frontline Operations Platform. 
</itunes:summary>
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    <itunes:explicit>no</itunes:explicit>
    <itunes:keywords>Technology,Industry,IoT,IIoT,Supply Chain,Business, Future of Work, Skills,AI, Manufacturing, MIT, World Economic Forum, Workforce, Industry 4.0,Smart manufacturing,Additive manufacturing,Nocode,Operations,Strategy,Digitalization,Industry,Marketing</itunes:keywords>
    <itunes:owner>
      <itunes:name>Tulip</itunes:name>
      <itunes:email>augmentedpod@tulip.co</itunes:email>
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<item>
  <title>AI, Agility, and Enterprise Architecture – Reflections on Season 5 of Augmented Ops</title>
  <link>https://www.augmentedpodcast.co/160</link>
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  <pubDate>Wed, 18 Jun 2025 06:00:00 -0400</pubDate>
  <author>Tulip</author>
  <enclosure url="https://chrt.fm/track/G6574B/aphid.fireside.fm/d/1437767933/40eb99d3-989b-45de-a286-a93a7dc74938/ea385e4a-9eea-49ee-95ec-355b113be2ba.mp3" length="17904453" type="audio/mpeg"/>
  <itunes:episodeType>full</itunes:episodeType>
  <itunes:season>5</itunes:season>
  <itunes:author>Tulip</itunes:author>
  <itunes:subtitle>Natan Linder and Erik Mirandette close the season, separating AI hype from shop-floor value, spotlighting citizen developers, charting the fall of monolithic MES for composable tech stacks, and stressing adaptability as the edge amid constant volatility.</itunes:subtitle>
  <itunes:duration>18:38</itunes:duration>
  <itunes:explicit>no</itunes:explicit>
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  <description>This week marks the final episode of Season 5 of Augmented Ops! Natan and Erik look back and share their biggest takeaways from conversations with CEOs, frontline engineers, and operations leaders.
They unpack marketing hype vs. the current state of AI on the shop floor, the rise of citizen developers, and why “digital transformation” needs a serious rebrand.
They also dive deep into the demise of traditional MES, explore the shift toward composable, platform-driven architectures, and offer predictions on how adaptability will define manufacturing success in the year of the “composable operations.”
Augmented Ops is a podcast for industrial leaders, citizen developers, shop floor operators, and anyone else that cares about what the future of frontline operations will look like across industries. This show is presented by Tulip (https://tulip.co/), the Frontline Operations Platform. You can find more from us at Tulip.co/podcast (https://tulip.co/podcast) or by following the show on LinkedIn (https://www.linkedin.com/company/augmentedpod/). 
</description>
  <itunes:keywords>AI, supply chain, geopolitics, composability, citizen development, machine learning, engineering, technology, manufacturing, industry, software, science, tech, technology, AI, automation, Industry 4.0, 4IR, MES, Digital transformation</itunes:keywords>
  <content:encoded>
    <![CDATA[<p>This week marks the final episode of Season 5 of Augmented Ops! Natan and Erik look back and share their biggest takeaways from conversations with CEOs, frontline engineers, and operations leaders.</p>

<p>They unpack marketing hype vs. the current state of AI on the shop floor, the rise of citizen developers, and why “digital transformation” needs a serious rebrand.</p>

<p>They also dive deep into the demise of traditional MES, explore the shift toward composable, platform-driven architectures, and offer predictions on how adaptability will define manufacturing success in the year of the “composable operations.”</p>

<p>Augmented Ops is a podcast for industrial leaders, citizen developers, shop floor operators, and anyone else that cares about what the future of frontline operations will look like across industries. This show is presented by <a href="https://tulip.co/" rel="nofollow">Tulip</a>, the Frontline Operations Platform. You can find more from us at <a href="https://tulip.co/podcast" rel="nofollow">Tulip.co/podcast</a> or by following the show on <a href="https://www.linkedin.com/company/augmentedpod/" rel="nofollow">LinkedIn</a>.</p>]]>
  </content:encoded>
  <itunes:summary>
    <![CDATA[<p>This week marks the final episode of Season 5 of Augmented Ops! Natan and Erik look back and share their biggest takeaways from conversations with CEOs, frontline engineers, and operations leaders.</p>

<p>They unpack marketing hype vs. the current state of AI on the shop floor, the rise of citizen developers, and why “digital transformation” needs a serious rebrand.</p>

<p>They also dive deep into the demise of traditional MES, explore the shift toward composable, platform-driven architectures, and offer predictions on how adaptability will define manufacturing success in the year of the “composable operations.”</p>

<p>Augmented Ops is a podcast for industrial leaders, citizen developers, shop floor operators, and anyone else that cares about what the future of frontline operations will look like across industries. This show is presented by <a href="https://tulip.co/" rel="nofollow">Tulip</a>, the Frontline Operations Platform. You can find more from us at <a href="https://tulip.co/podcast" rel="nofollow">Tulip.co/podcast</a> or by following the show on <a href="https://www.linkedin.com/company/augmentedpod/" rel="nofollow">LinkedIn</a>.</p>]]>
  </itunes:summary>
</item>
<item>
  <title>How AI Agents are Closing the Loop with Composabl’s Kence Anderson</title>
  <link>https://www.augmentedpodcast.co/148</link>
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  <pubDate>Wed, 18 Dec 2024 04:30:00 -0500</pubDate>
  <author>Tulip</author>
  <enclosure url="https://chrt.fm/track/G6574B/aphid.fireside.fm/d/1437767933/40eb99d3-989b-45de-a286-a93a7dc74938/76def3a3-c383-494f-a571-10f8cd5cfe1e.mp3" length="33534089" type="audio/mpeg"/>
  <itunes:episodeType>full</itunes:episodeType>
  <itunes:season>5</itunes:season>
  <itunes:author>Tulip</itunes:author>
  <itunes:subtitle>Kence Anderson, CEO of Composabl explains how AI agents are changing the way industrial companies operate, why LLMs alone cannot solve complex manufacturing problems, and his take on composable manufacturing systems.</itunes:subtitle>
  <itunes:duration>34:19</itunes:duration>
  <itunes:explicit>no</itunes:explicit>
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  <description>This week’s guest is Kence Anderson (https://www.linkedin.com/in/kence), CEO of Composabl.
Kence and Natan explore the role of AI agents in industrial processes, how manufacturers are using them to solve complex problems like scheduling or machine control, and the challenges of building startups in the manufacturing space. Kence also lays out how his concept of machine teaching differs from traditional machine learning techniques, and why he believes in taking a composable approach to building solutions for problems on the shop floor.
Augmented Ops is a podcast for industrial leaders, citizen developers, shop floor operators, and anyone else that cares about what the future of frontline operations will look like across industries. This show is presented by Tulip (https://tulip.co/), the Frontline Operations Platform. You can find more from us at Tulip.co/podcast (https://tulip.co/podcast) or by following the show on LinkedIn (https://www.linkedin.com/company/augmentedpod/). Special Guest: Kence Anderson.
</description>
  <itunes:keywords>4ir, ai, automation, digital transformation, engineering, industry, industry 4.0, llm, machine learning, manufacturing, mes, science, software, tech, technology</itunes:keywords>
  <content:encoded>
    <![CDATA[<p>This week’s guest is <a href="https://www.linkedin.com/in/kence" rel="nofollow">Kence Anderson</a>, CEO of Composabl.</p>

<p>Kence and Natan explore the role of AI agents in industrial processes, how manufacturers are using them to solve complex problems like scheduling or machine control, and the challenges of building startups in the manufacturing space. Kence also lays out how his concept of machine teaching differs from traditional machine learning techniques, and why he believes in taking a composable approach to building solutions for problems on the shop floor.</p>

<p>Augmented Ops is a podcast for industrial leaders, citizen developers, shop floor operators, and anyone else that cares about what the future of frontline operations will look like across industries. This show is presented by <a href="https://tulip.co/" rel="nofollow">Tulip</a>, the Frontline Operations Platform. You can find more from us at <a href="https://tulip.co/podcast" rel="nofollow">Tulip.co/podcast</a> or by following the show on <a href="https://www.linkedin.com/company/augmentedpod/" rel="nofollow">LinkedIn</a>.</p><p>Special Guest: Kence Anderson.</p>]]>
  </content:encoded>
  <itunes:summary>
    <![CDATA[<p>This week’s guest is <a href="https://www.linkedin.com/in/kence" rel="nofollow">Kence Anderson</a>, CEO of Composabl.</p>

<p>Kence and Natan explore the role of AI agents in industrial processes, how manufacturers are using them to solve complex problems like scheduling or machine control, and the challenges of building startups in the manufacturing space. Kence also lays out how his concept of machine teaching differs from traditional machine learning techniques, and why he believes in taking a composable approach to building solutions for problems on the shop floor.</p>

<p>Augmented Ops is a podcast for industrial leaders, citizen developers, shop floor operators, and anyone else that cares about what the future of frontline operations will look like across industries. This show is presented by <a href="https://tulip.co/" rel="nofollow">Tulip</a>, the Frontline Operations Platform. You can find more from us at <a href="https://tulip.co/podcast" rel="nofollow">Tulip.co/podcast</a> or by following the show on <a href="https://www.linkedin.com/company/augmentedpod/" rel="nofollow">LinkedIn</a>.</p><p>Special Guest: Kence Anderson.</p>]]>
  </itunes:summary>
</item>
<item>
  <title>A New Approach to Pharma Manufacturing with Roche’s Daniele Iacovelli</title>
  <link>https://www.augmentedpodcast.co/143</link>
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  <pubDate>Wed, 09 Oct 2024 00:30:00 -0400</pubDate>
  <author>Tulip</author>
  <enclosure url="https://chrt.fm/track/G6574B/aphid.fireside.fm/d/1437767933/40eb99d3-989b-45de-a286-a93a7dc74938/86c9b9ef-5e6b-4703-a29c-1becf79601a1.mp3" length="32942249" type="audio/mpeg"/>
  <itunes:episodeType>full</itunes:episodeType>
  <itunes:season>5</itunes:season>
  <itunes:author>Tulip</itunes:author>
  <itunes:subtitle>Daniele Iacovelli, SVP, Global Head of Digital, Analytics (AI) &amp; Operational Excellence at Roche discusses Roche’s digital transformation, his perspective on citizen development, and why the traditional software validation approach is no longer sufficient.</itunes:subtitle>
  <itunes:duration>34:18</itunes:duration>
  <itunes:explicit>no</itunes:explicit>
  <itunes:image href="https://media24.fireside.fm/file/fireside-images-2024/podcasts/images/4/40eb99d3-989b-45de-a286-a93a7dc74938/episodes/8/86c9b9ef-5e6b-4703-a29c-1becf79601a1/cover.jpg?v=1"/>
  <description>This week’s guest is Daniele Iacovelli (https://www.linkedin.com/in/daniele-iacovelli-8684a9b2/), SVP, Global Head of Digital, Analytics (AI) &amp;amp; Operational Excellence at Roche.
Although regulated industries like pharmaceutical manufacturing can be slow to digitally transform their manufacturing operations, Daniele lays out how changing trends in the industry have led Roche to architect a new digital production system, with a focus on a composable, future-proof architecture. He also lays out how rapid solution development enabled by new software platforms and a citizen developer approach is enabling people across the company to solve their own problems, while also laying the groundwork for rethinking the traditional software validation approach that dominates regulated industries. Plus, what the role of GenAI should be in a GxP environment, and more.
Augmented Ops is a podcast for industrial leaders, citizen developers, shop floor operators, and anyone else that cares about what the future of frontline operations will look like across industries. This show is presented by Tulip (https://tulip.co/), the Frontline Operations Platform. You can find more from us at Tulip.co/podcast (https://tulip.co/podcast) or by following the show on LinkedIn (https://www.linkedin.com/company/augmentedpod/). Special Guest: Daniele Iacovelli.
</description>
  <itunes:keywords>Pharmaceuticals, pharma, digital transformation, Generative AI, machine learning, engineering, technology, manufacturing, industry, software, science, tech, technology, AI, automation, Industry 4.0, 4IR, MES</itunes:keywords>
  <content:encoded>
    <![CDATA[<p>This week’s guest is <a href="https://www.linkedin.com/in/daniele-iacovelli-8684a9b2/" rel="nofollow">Daniele Iacovelli</a>, SVP, Global Head of Digital, Analytics (AI) &amp; Operational Excellence at Roche.</p>

<p>Although regulated industries like pharmaceutical manufacturing can be slow to digitally transform their manufacturing operations, Daniele lays out how changing trends in the industry have led Roche to architect a new digital production system, with a focus on a composable, future-proof architecture. He also lays out how rapid solution development enabled by new software platforms and a citizen developer approach is enabling people across the company to solve their own problems, while also laying the groundwork for rethinking the traditional software validation approach that dominates regulated industries. Plus, what the role of GenAI should be in a GxP environment, and more.</p>

<p>Augmented Ops is a podcast for industrial leaders, citizen developers, shop floor operators, and anyone else that cares about what the future of frontline operations will look like across industries. This show is presented by <a href="https://tulip.co/" rel="nofollow">Tulip</a>, the Frontline Operations Platform. You can find more from us at <a href="https://tulip.co/podcast" rel="nofollow">Tulip.co/podcast</a> or by following the show on <a href="https://www.linkedin.com/company/augmentedpod/" rel="nofollow">LinkedIn</a>.</p><p>Special Guest: Daniele Iacovelli.</p>]]>
  </content:encoded>
  <itunes:summary>
    <![CDATA[<p>This week’s guest is <a href="https://www.linkedin.com/in/daniele-iacovelli-8684a9b2/" rel="nofollow">Daniele Iacovelli</a>, SVP, Global Head of Digital, Analytics (AI) &amp; Operational Excellence at Roche.</p>

<p>Although regulated industries like pharmaceutical manufacturing can be slow to digitally transform their manufacturing operations, Daniele lays out how changing trends in the industry have led Roche to architect a new digital production system, with a focus on a composable, future-proof architecture. He also lays out how rapid solution development enabled by new software platforms and a citizen developer approach is enabling people across the company to solve their own problems, while also laying the groundwork for rethinking the traditional software validation approach that dominates regulated industries. Plus, what the role of GenAI should be in a GxP environment, and more.</p>

<p>Augmented Ops is a podcast for industrial leaders, citizen developers, shop floor operators, and anyone else that cares about what the future of frontline operations will look like across industries. This show is presented by <a href="https://tulip.co/" rel="nofollow">Tulip</a>, the Frontline Operations Platform. You can find more from us at <a href="https://tulip.co/podcast" rel="nofollow">Tulip.co/podcast</a> or by following the show on <a href="https://www.linkedin.com/company/augmentedpod/" rel="nofollow">LinkedIn</a>.</p><p>Special Guest: Daniele Iacovelli.</p>]]>
  </itunes:summary>
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