<description>&lt;p class="p1"&gt;&lt;span class="s1"&gt;&lt;strong&gt;Oil and gas&lt;/strong&gt; companies generate enormous volumes of operational, geological, and production &lt;strong&gt;data&lt;/strong&gt;. Despite this abundance, much of that data remains &lt;strong&gt;fragmented&lt;/strong&gt;, &lt;strong&gt;inconsistent&lt;/strong&gt;, and difficult to &lt;strong&gt;trust&lt;/strong&gt;. Teams often spend a significant portion of their time &lt;strong&gt;preparing datasets&lt;/strong&gt; rather than &lt;strong&gt;analyzing&lt;/strong&gt; them. The result is delayed decision-making, inflated costs, and reduced operational agility.&lt;/span&gt;&lt;/p&gt; &lt;p class="p1"&gt;&lt;span class="s1"&gt;The core complication lies in&lt;/span&gt; &lt;strong&gt;&lt;span class="s2"&gt;data quality&lt;/span&gt;&lt;/strong&gt;&lt;span class= "s1"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;data &lt;strong&gt;governance&lt;/strong&gt;&lt;/span&gt;&lt;span class="s1"&gt;, and&lt;/span&gt; &lt;span class="s2"&gt;data &lt;strong&gt;readiness&lt;/strong&gt;&lt;/span&gt;&lt;span class= "s1"&gt;. Duplicate records, null values, drift, and structural inconsistencies make it difficult to move quickly from raw data to actionable insight. Asset teams frequently work semi-&lt;strong&gt;independently&lt;/strong&gt;, each &lt;strong&gt;rebuilding&lt;/strong&gt; transformation processes from scratch. Without reliable data foundations, scaling analytics, automation, or advanced modelling becomes difficult and costly. &lt;/span&gt;&lt;/p&gt; &lt;p class="p1"&gt;&lt;span class="s1"&gt;In this episode, I'm in conversation with &lt;a href="https://www.linkedin.com/in/shravankgunda/"&gt;Shravan Gunda&lt;/a&gt;, CEO of &lt;strong&gt;Kaarvi&lt;/strong&gt;, to discuss how a &lt;strong&gt;structured approach&lt;/strong&gt; to&lt;/span&gt; &lt;span class= "s2"&gt;data ingestion&lt;/span&gt;&lt;span class="s1"&gt;,&lt;/span&gt; &lt;span class= "s2"&gt;anomaly detection&lt;/span&gt;&lt;span class="s1"&gt;,&lt;/span&gt; &lt;span class= "s2"&gt;ETL transformation&lt;/span&gt;&lt;span class="s1"&gt;, and&lt;/span&gt; &lt;strong&gt;&lt;span class="s2"&gt;data lineage&lt;/span&gt;&lt;/strong&gt; &lt;span class= "s1"&gt;can reduce time-to-insight from weeks to hours. He outlines how &lt;strong&gt;upstream teams&lt;/strong&gt; can standardize &lt;strong&gt;workflows&lt;/strong&gt;, support governance requirements such as&lt;/span&gt; &lt;span class="s2"&gt;SOC 2&lt;/span&gt;&lt;span class="s1"&gt;, and deploy platforms either on-premises or via SaaS. Clean, trusted data is a prerequisite for accelerating analytics and enabling more advanced digital capabilities.&lt;/span&gt;&lt;/p&gt; &lt;hr /&gt; &lt;h2&gt;&lt;span class="s1" style="font-size: 14pt;"&gt;👤 About the Guest&lt;/span&gt;&lt;/h2&gt; &lt;p class="p1"&gt;&lt;span class="s1"&gt;&lt;a href= "https://www.linkedin.com/in/shravankgunda/"&gt;Shravan Gunda&lt;/a&gt; is the&lt;/span&gt; &lt;span class="s2"&gt;CEO of &lt;strong&gt;Kaarvi&lt;/strong&gt;&lt;/span&gt;&lt;span class="s1"&gt;, an enterprise data platform focused on&lt;/span&gt; &lt;span class="s2"&gt;data quality, governance, transformation, and observability&lt;/span&gt;&lt;span class= "s1"&gt;. He previously worked in senior technology roles supporting national oil companies and has extensive experience managing large-scale industrial datasets across upstream environments.&lt;/span&gt;&lt;/p&gt; &lt;p class="p1"&gt;&lt;span class="s1"&gt;🌐 Website: &lt;a href= "https://kaarvi.ai"&gt;Kaarvi.ai&lt;/a&gt;&lt;/span&gt;&lt;/p&gt; &lt;p class="p1"&gt;&lt;span class="s1"&gt;💼 &lt;a href= "https://www.linkedin.com/in/shravangunda"&gt;Shravan Gunda on LinkedIn&lt;/a&gt;&lt;/span&gt;&lt;/p&gt; &lt;p class="p2"&gt;📊 Download the white paper: &lt;a href= "https://kaarvi.ai/media/operationalizing-agentic-AI-across-data-life-cycle-with-Kaarvi" target="_blank" rel="noopener"&gt;Operationalizing Agentic AI Across The Entire Data Life Cycle&lt;/a&gt;&lt;/p&gt; &lt;hr /&gt; &lt;h2&gt;&lt;span style="font-size: 14pt;"&gt;&lt;strong&gt;⚒️ Additional Tools &amp; Resources&lt;/strong&gt;&lt;/span&gt;&lt;/h2&gt; &lt;p class="p2"&gt;🎬 Go backstage and check out my studio:&lt;/p&gt; &lt;p class="p2"&gt;&lt;a href= "https://geoffreycann.com/mystudio/"&gt;https://geoffreycann.com/mystudio/&lt;/a&gt;&lt;/p&gt; &lt;p class="p2"&gt;🎓Take my one-day digital strategy training course for oil and gas: &lt;/p&gt; &lt;p class="p2"&gt; https://www.udemy.com/course/digital-oil-and-gas/?referralCode=0161D4D49AB75735A185&lt;/p&gt; &lt;hr /&gt; &lt;h2&gt;&lt;span style="font-size: 14pt;"&gt;&lt;strong&gt;🔗 Connect with Me&lt;/strong&gt;&lt;/span&gt;&lt;/h2&gt; &lt;p class="p2"&gt;📘Blog series: https://digitaloilgas.substack.com/&lt;/p&gt; &lt;p class="p2"&gt;🎧 Podcast: https://geoffreycann.com/broadcast/&lt;/p&gt; &lt;p class="p2"&gt;💼 LinkedIn: https://www.linkedin.com/in/advocate-digital-innovation-for-energy/&lt;/p&gt; &lt;p class="p2"&gt;🐦 X: https://x.com/geoffreycann&lt;/p&gt; &lt;hr /&gt; &lt;h2&gt;&lt;span style="font-size: 14pt;"&gt;&lt;strong&gt;🎤 Contact for Lectures and Keynotes&lt;/strong&gt;&lt;/span&gt;&lt;/h2&gt; &lt;p class="p2"&gt;I speak regularly on these and related topics. Contact me to book a brief call about your upcoming event needs.&lt;/p&gt; &lt;p class="p2"&gt;👉 https://geoffreycann.com/contact/&lt;/p&gt; &lt;hr /&gt; &lt;h2&gt;&lt;span style="font-size: 14pt;"&gt;&lt;strong&gt;⚠️ Disclaimer&lt;/strong&gt;&lt;/span&gt;&lt;/h2&gt; &lt;p class="p2"&gt;The views expressed in this podcast are my own and do not constitute professional advice.&lt;/p&gt;</description>

Digital Innovations in Oil and Gas with Geoffrey Cann

Geoffrey Cann

Data Quality Is Your Bottleneck: Fix The Foundation Before Scaling AI

FEB 25, 202635 MIN
Digital Innovations in Oil and Gas with Geoffrey Cann

Data Quality Is Your Bottleneck: Fix The Foundation Before Scaling AI

FEB 25, 202635 MIN

Description

Oil and gas companies generate enormous volumes of operational, geological, and production data. Despite this abundance, much of that data remains fragmented, inconsistent, and difficult to trust. Teams often spend a significant portion of their time preparing datasets rather than analyzing them. The result is delayed decision-making, inflated costs, and reduced operational agility. The core complication lies in data quality, data governance, and data readiness. Duplicate records, null values, drift, and structural inconsistencies make it difficult to move quickly from raw data to actionable insight. Asset teams frequently work semi-independently, each rebuilding transformation processes from scratch. Without reliable data foundations, scaling analytics, automation, or advanced modelling becomes difficult and costly. In this episode, I'm in conversation with Shravan Gunda, CEO of Kaarvi, to discuss how a structured approach to data ingestion, anomaly detection, ETL transformation, and data lineage can reduce time-to-insight from weeks to hours. He outlines how upstream teams can standardize workflows, support governance requirements such as SOC 2, and deploy platforms either on-premises or via SaaS. Clean, trusted data is a prerequisite for accelerating analytics and enabling more advanced digital capabilities. 👤 About the Guest Shravan Gunda is the CEO of Kaarvi, an enterprise data platform focused on data quality, governance, transformation, and observability. He previously worked in senior technology roles supporting national oil companies and has extensive experience managing large-scale industrial datasets across upstream environments. 🌐 Website: Kaarvi.ai 💼 Shravan Gunda on LinkedIn 📊 Download the white paper: Operationalizing Agentic AI Across The Entire Data Life Cycle ⚒️ Additional Tools & Resources 🎬 Go backstage and check out my studio: https://geoffreycann.com/mystudio/ 🎓Take my one-day digital strategy training course for oil and gas: https://www.udemy.com/course/digital-oil-and-gas/?referralCode=0161D4D49AB75735A185 🔗 Connect with Me 📘Blog series: https://digitaloilgas.substack.com/ 🎧 Podcast: https://geoffreycann.com/broadcast/ 💼 LinkedIn: https://www.linkedin.com/in/advocate-digital-innovation-for-energy/ 🐦 X: https://x.com/geoffreycann 🎤 Contact for Lectures and Keynotes I speak regularly on these and related topics. Contact me to book a brief call about your upcoming event needs. 👉 https://geoffreycann.com/contact/ ⚠️ Disclaimer The views expressed in this podcast are my own and do not constitute professional advice.