<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"
        xmlns:image="http://www.google.com/schemas/sitemap-image/1.1"
        xmlns:xhtml="http://www.w3.org/1999/xhtml">

  <!-- ── Articles hub ── -->
  <url>
    <loc>https://www.drvikramsingh.ai/articles</loc>
    <lastmod>2026-05-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/articles/four-forces-reshaping-enterprise-ai</loc>
    <lastmod>2026-05-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/covers/four-forces-reshaping-enterprise-ai.png</image:loc>
      <image:title>The Four Forces Reshaping Enterprise AI — Dr. Vikram Singh</image:title>
    </image:image>
  </url>
  <!-- NOTE: the 4 older /articles/* essays are intentionally omitted until their
       noindex scaffolds are filled with full content and flipped to "index, follow".
       Add them here at that point. -->

  <!-- ── Home / Root ── -->
  <url>
    <loc>https://www.drvikramsingh.ai/</loc>
    <lastmod>2026-05-30</lastmod>
    <changefreq>weekly</changefreq>
    <priority>1.0</priority>
    <xhtml:link rel="alternate" hreflang="en"    href="https://www.drvikramsingh.ai/"/>
    <xhtml:link rel="alternate" hreflang="en-in" href="https://www.drvikramsingh.ai/"/>
    <xhtml:link rel="alternate" hreflang="x-default" href="https://www.drvikramsingh.ai/"/>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/corporate-headshot-banner-dr-vikram-singh.jpg</image:loc>
      <image:title>Dr. Vikram Singh — Head of AI, Mahindra Group</image:title>
      <image:caption>Dr. Vikram Singh, Head of AI at Mahindra Group — Enterprise AI Strategist, Generative AI Pioneer, IIT Madras PhD, 40 Under 40 Awardee</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/corporate-headshot-dr-vikram-singh.jpg</image:loc>
      <image:title>Dr. Vikram Singh Corporate Headshot</image:title>
      <image:caption>Corporate headshot of Dr. Vikram Singh, Head of Artificial Intelligence at Mahindra Group</image:caption>
    </image:image>
  </url>

  <!-- ── Virtual Pages (SPA sections with clean URLs) ── -->
  <url>
    <loc>https://www.drvikramsingh.ai/about</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/leadership</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/featured</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-1-percent-award-ai-and-digital-transformation.jpg</image:loc>
      <image:title>Award: Top 1% Leader — AI &amp; Digital Transformation — Dr. Vikram Singh</image:title>
      <image:caption>Dr. Vikram Singh recognized as a Top 1% Leader in AI and Digital Transformation at the Flexi Rooms Leadership Forum 2026</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-mahindra-award.jpg</image:loc>
      <image:title>Award: Quarterly Excellence — Dr. Vikram Singh</image:title>
      <image:caption>Dr. Vikram Singh was awarded the Quarterly Excellence Award for his outstanding contributions in building the Voice AI Platform.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-gen-ai-leader-of-the-year.jpg</image:loc>
      <image:title>Dr. Vikram Singh — GenAI Leader of the Year 2025</image:title>
      <image:caption>Dr. Vikram Singh receiving the GenAI Leader of the Year award at Gen and Agentic AI Conclave, UBS Forums, October 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-gen-agentic-ai-conclave.jpg</image:loc>
      <image:title>Speaker: Gen &amp; Agentic AI Conclave — Dr. Vikram Singh</image:title>
      <image:caption>Dr. Vikram Singh speaking on Beyond the Chatbot: How Gen AI and Agentic AI are Revolutionizing Customer Experience at Gen and Agentic AI Conclave, Mumbai 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-microsoft-ai-frontier-pinnacle.jpg</image:loc>
      <image:title>Microsoft AI Frontier Pinnacle Event, Redmond USA 2025</image:title>
      <image:caption>Dr. Vikram Singh at the Microsoft AI Frontier Pinnacle Event at Microsoft HQ in Redmond, Washington, USA, October 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-AI-innovator-of-the-year-award.jpg</image:loc>
      <image:title>AI Innovator of the Year — ET Edge AI Summit 2025</image:title>
      <image:caption>Dr. Vikram Singh receiving AI Innovator of the Year award at ET Edge AI Summit, Times Group, September 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-AI-power-player-award.jpg</image:loc>
      <image:title>AI Power Player — ET Edge AI Summit 2025</image:title>
      <image:caption>Dr. Vikram Singh recognized as AI Power Player at ET Edge AI Summit, Times Group, September 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-fireside-chat-et-edge.jpg</image:loc>
      <image:title>Fireside Chat — ET Edge AI Summit 2025</image:title>
      <image:caption>Dr. Vikram Singh at the Fireside Chat on Invisible Impact: How AI is Reshaping Value in Ways We Cant Measure Yet, ET Edge AI Summit 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-databricks-data-ai-world-tour.jpg</image:loc>
      <image:title>Databricks Data and AI World Tour — Dr. Vikram Singh</image:title>
      <image:caption>Dr. Vikram Singh at the Round Table Discussion on Agentic AI era, Databricks Data and AI World Tour, Mumbai 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/AIM-Edge-Mumbai-2025-Dr.-Vikram-Singh.jpg</image:loc>
      <image:title>AIM Edge Panel Discussion — Dr. Vikram Singh, Mumbai 2025</image:title>
      <image:caption>Dr. Vikram Singh as panelist on Strengthening Corporate-Startup Partnerships at AIM Edge, Analytics India Magazine, Mumbai 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/Microsoft-AI-Tour-Singapore-Speaker-Dr.-Vikram-Singh.jpg</image:loc>
      <image:title>Speaker: Microsoft AI Tour Singapore 2025 — Dr. Vikram Singh</image:title>
      <image:caption>Dr. Vikram Singh speaking on How Generative AI can help CxOs at Microsoft AI Tour, Marina Bay Sands, Singapore, February 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/ET-CIO-Panel-Discussion-Dr.-Vikram-Singh.jpg</image:loc>
      <image:title>Panel Discussion: ET CIO AI Vision Conclave 2024 — Dr. Vikram Singh</image:title>
      <image:caption>Dr. Vikram Singh as panelist at ET CIO AI Vision Conclave discussing Whats Next for Language Models, December 2024</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/ET-CIO-Interview-Dr-Vikram-Singh.jpg</image:loc>
      <image:title>Interview: Economic Times CIO — Dr. Vikram Singh</image:title>
      <image:caption>Economic Times CIO interviews Dr. Vikram Singh on Low Risk, High Impact AI use cases, December 2024</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/40-under-40-Dr.-Vikram-Singh.jpg</image:loc>
      <image:title>40 Under 40 Data Scientist — Dr. Vikram Singh, MLDS 2025</image:title>
      <image:caption>Dr. Vikram Singh receives 40 Under 40 Data Scientist award at Machine Learning Developers Summit, Analytics India Magazine, February 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/Panel-Discussion-Moderator-Dr.-Vikram-Singh.jpg</image:loc>
      <image:title>Panel Moderator: CxO Innovation Congress 2025 — Dr. Vikram Singh</image:title>
      <image:caption>Dr. Vikram Singh moderating the AI at Work panel at CxO Innovation Congress 2025</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/experience</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/education</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>yearly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/certifications</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>yearly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/volunteering</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>yearly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/languages</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>yearly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/skills</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/publications</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/awards</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-gen-ai-leader-of-the-year.jpg</image:loc>
      <image:title>GenAI Leader of the Year 2025 — Dr. Vikram Singh</image:title>
      <image:caption>Dr. Vikram Singh receiving GenAI Leader of the Year award, UBS Forums, October 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-AI-innovator-of-the-year-award.jpg</image:loc>
      <image:title>AI Innovator of the Year — ET Edge AI Summit 2025</image:title>
      <image:caption>Dr. Vikram Singh receives AI Innovator of the Year at ET Edge AI Summit, Times Group, September 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/40-under-40-Dr.-Vikram-Singh.jpg</image:loc>
      <image:title>40 Under 40 Data Scientist — MLDS 2025</image:title>
      <image:caption>Dr. Vikram Singh — 40 Under 40 Data Scientist Award, Analytics India Magazine MLDS 2025</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-mahindra-award.jpg</image:loc>
      <image:title>Quarterly Excellence Award — Mahindra Group</image:title>
      <image:caption>Dr. Vikram Singh was awarded the Quarterly Excellence Award for his outstanding contributions in building the Voice AI Platform.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/speaking</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/Microsoft-AI-Tour-Singapore-Speaker-Dr.-Vikram-Singh.jpg</image:loc>
      <image:title>Speaker — Microsoft AI Tour Singapore 2025</image:title>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/dr-vikram-singh-gen-agentic-ai-conclave.jpg</image:loc>
      <image:title>Speaker — Gen &amp; Agentic AI Conclave 2025</image:title>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/AIM-Edge-Mumbai-2025-Dr.-Vikram-Singh.jpg</image:loc>
      <image:title>Panel Discussion — AIM Edge Mumbai 2025</image:title>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/ET-CIO-Panel-Discussion-Dr.-Vikram-Singh.jpg</image:loc>
      <image:title>Panel Discussion — ET CIO AI Vision Conclave 2024</image:title>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/ET-CIO-Interview-Dr-Vikram-Singh.jpg</image:loc>
      <image:title>Interview — ET CIO: Low Risk, High Impact AI Use Cases</image:title>
    </image:image>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/Panel-Discussion-Moderator-Dr.-Vikram-Singh.jpg</image:loc>
      <image:title>Panel Moderator — CxO Innovation Congress 2025</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/testimonials</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/faqs</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/contact</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <!-- ── Watch Pages (dedicated video pages) ── -->
  <url>
    <loc>https://www.drvikramsingh.ai/watch/et-cio-panel-discussion</loc>
    <lastmod>2026-05-26</lastmod>
    <changefreq>yearly</changefreq>
    <priority>0.6</priority>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/ET-CIO-Panel-Discussion-Dr.-Vikram-Singh.jpg</image:loc>
      <image:title>Panel Discussion: What's Next for Language Models? — ET CIO AI Vision Conclave 2024</image:title>
      <image:caption>Dr. Vikram Singh at ET CIO AI Vision Conclave 2024 panel discussion on the future of SLMs and LLMs.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/watch/et-cio-interview</loc>
    <lastmod>2026-05-26</lastmod>
    <changefreq>yearly</changefreq>
    <priority>0.6</priority>
    <image:image>
      <image:loc>https://www.drvikramsingh.ai/images/ET-CIO-Interview-Dr-Vikram-Singh.jpg</image:loc>
      <image:title>Interview: Low Risk, High Impact AI Use Cases — Economic Times CIO</image:title>
      <image:caption>Economic Times CIO interviews Dr. Vikram Singh on low risk, high impact AI use cases.</image:caption>
    </image:image>
  </url>

  <url>
    <loc>https://www.drvikramsingh.ai/privacy-policy</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>yearly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/terms</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>yearly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://www.drvikramsingh.ai/disclaimer</loc>
    <lastmod>2026-05-28</lastmod>
    <changefreq>yearly</changefreq>
    <priority>0.4</priority>
  </url>

</urlset>

