All Episodes

We're lifting the curtain on the mysterious world of energy data transparency with the guy who's shaking things up at AFE Leaks. He's on a mission to break open the hidden details around oil and gas costs and operations, think: cracking open dusty old filings and turning them into something everyone can actually use. He chats about the wild ride of starting a data-driven company in an industry ruled by giants, spills some truth about the headaches of digitizing mountains of paperwork, and gives us a peek at how AI is quietly changing the game. Plus, hear what’s really happening behind the scenes in the ultra-competitive lower 48 data market and how clear, accessible data might just be the industry's next big revolution. Click here to watch a video of this episode. 00:00 - Intro 01:29 - Enverus Acquisition $6B 05:49 - Competing with IHS & Drillinginfo 07:05 - Selling Strategies in Energy Sector 11:02 - Role of Geologists in Industry 13:07 - Understanding Reserves in Energy 15:22 - AFs and AFEs Explained 23:00 - Data Extraction from PDFs 24:34 - Optimizing Lease Operating Expenses (LOE) 28:13 - Business Education for Engineers 31:40 - Learning to Code for Professionals 34:21 - Choosing the Right Model in Energy 35:48 - Building Your Tech Stack 39:57 - Data Insights and Interesting Findings 43:28 - Sourcing Reliable Data 45:54 - AFE Leaks’s Unique Business Model 47:15 - Accessing AFE Leaks’s Data Resources 48:20 - Identifying Target Customers 51:30 - Entrepreneurship Journey Insights 54:01 - Recommended Books for Entrepreneurs 55:01 - Favorite R Packages for Data Analysis 56:43 - Top Vacation Destinations 57:59 - Best Restaurants Recommendations 1:00:06 - Community Engagement 1:02:22 - Connecting with Brandon Davis https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

AI isn't just a buzzword in oil and gas, it’s changing the game, and we’re breaking it down with someone who’s been in the trenches making it happen. From smarter fracking and streamlined drilling to navigating the chaos of legacy systems, this convo peels back the curtain on what it *really* takes to build tech that actually works in the field. We’re talking massive data, modular design, edge computing, and the art of blending innovation with boots-on-the-ground practicality. If you’re curious how AI is actually showing up in energy (and not just living in PowerPoints), you’ll want to hear this one. Click here to watch a video of this episode. 00:00 - Intro 00:37 - What Does Capsher Technology Do 02:39 - Evolution of Software Development 05:09 - Strengths of AI Technology 06:26 - Overview of Collide Software 09:04 - Understanding RAG Models 10:09 - Implementing AI Solutions 13:43 - Energy-Specific Software Development 18:14 - High-Resolution Data Acquisition Techniques 22:15 - Benefits of Containerization 25:22 - Data Transfer to the Cloud 29:20 - Frontend Technologies in Use 30:33 - Introduction to GraphQL 31:54 - Common Software Projects 33:20 - Mobile Development Trends 37:12 - AI-Assisted Software Development 43:35 - AI Expectations vs. Reality 47:34 - Journey into Technology 50:45 - Speed Round 55:56 - Where to Find Joshua Johnston https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

What happens when a control room engineer gets fed up with clunky old systems and decides to rebuild them from the ground up? You get CruxOCM, a company shaking up pipeline automation with tools like PipeBot and GatherBot that sound like sci-fi but are very real (and very efficient). Vicki Knott shares how she went from pulp and paper mills to leading a tech company that blends first-principles engineering with machine learning to make pipelines safer, faster, and smarter. We talk outdated SCADA, automation that actually works, and how merging physics with AI is unlocking massive ESG potential in midstream. Click here to watch a video of this episode. 00:00 - Intro 00:50 - Best Places to Build Software Companies 03:20 - Evaluating Canadian Tech Talent 06:15 - Vicki's Journey to Krux 14:14 - IIoT vs SCADA Explained 15:27 - Overview of Krux's Services 17:50 - The Journey of Krux 19:34 - Pipet Technology Insights 20:35 - Data Access Solutions 23:35 - Historic vs Modern Architecture 26:50 - OUTRO 27:01 - Krux vs Competitors Analysis 28:30 - Understanding the Technology Stack 29:30 - Onboarding New Clients Effectively 34:00 - Krux and Microsoft Fabric Integration 36:10 - Optimizing Maintenance with Krux 37:23 - Krux's Connection to SCADA Systems 39:14 - Impact of AI and LLMs on Business 43:37 - Focus and Task Management Challenges 44:29 - ESG Benefits in Energy Sector 47:54 - Optimizing Energy Infrastructure Strategies 49:25 - Understanding the Energy Sector 50:55 - Silicon Valley's View on Energy Industry 54:28 - Recommended Books for Entrepreneurs 55:09 - Exploring Canadian Snacks 56:24 - Dining Recommendations in Calgary 57:20 - Favorite Vacation Destinations 58:01 - Understanding Canadian Slang 58:34 - Connecting with Vicki Knott https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

AI in oil and gas isn't just a buzzword, it's actually solving real problems out in the field. On this episode, we chat with someone who's knee-deep in the data trenches and building tools that make workflows faster, smarter, and way less painful. From using vibration data to predict when gear’s about to break, to training AI to read and summarize boring old PDFs, it’s all about turning raw info into real decisions. There’s even talk of automating SQL queries (so your data team can finally breathe). If you’ve ever wrestled with messy data or clunky systems, this one’s got some seriously cool insights. Click here to watch a video of this episode. 00:00 - Intro 01:24 - Mistral's New API 05:02 - Multimodal Models in Data Pipelines 07:03 - Generative vs Deterministic Models 10:56 - Generative AI Program 11:52 - Generative AI in Oil & Gas Industry 18:05 - RAG Memory Capabilities 19:50 - Training Your Data Team 23:34 - Visa's Data Architecture Insights 33:10 - Why Choose Databricks 35:00 - Text to SQL Transformation 35:52 - Generative AI Applications 37:55 - AutoML Overview 43:19 - Technical Skills Erosion in Data 45:30 - N-Gen Projects and Innovations 48:40 - Vibration Data as Physical Measurement 51:33 - Insights from Vibration Data 55:26 - Personal Journey in Data 59:23 - Empowering Subject Matter Experts 1:00:09 - Formal Education vs Self-Taught Paths 1:05:35 - Speed Round 1:10:15 - End 1:10:48 - Favorite Vacation Destination 1:11:38 - Contact Ryan and Social Links https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

Oil and gas engineers drowning in data, meet your new best friend—Wise Rock. We’re talking lightning-fast analytics, effortless communication, and a platform built to make your life easier. Brock Meyer, the brains behind it, joins us to share how his tech is slashing downtime, streamlining workflows, and bringing exception-based surveillance to the oilfield. Think real-time SCADA data, production forecasts, and well histories all in one sleek, intuitive interface. No more clunky systems or data black holes—just clean, contextualized insights that actually help you get ahead. Brock’s journey from petroleum engineer to tech founder is packed with lessons on modern data stacks, AI-driven decision-making, and why human-centered design is the future of oil and gas. 00:00 - Intro 00:48 - Catching Up 02:04 - Guest Introduction 05:48 - Importance of Communication in Data Platforms 08:52 - Foundation for AI/ML Models 09:58 - Wise Rock’s Value Proposition 12:45 - Early Days of Wise Rock 21:22 - Data Visualization Techniques 26:25 - Technology Stack Overview 30:14 - Why Choose Dagsure 33:53 - Market Penetration Strategies 39:43 - Exploring TimescaleDB 40:50 - Tech Deep Dive 42:40 - Wise Rock's Industry Impact 45:54 - Importance of Quality Data 49:25 - Future Plans for Wise Rock 52:50 - IronPython Reference Discussion 55:44 - Speed Round Q&A 59:58 - Where to Find Brock Meyer 1:00:04 - Contacting Brock Meyer 1:01:08 - Final Thoughts on the Episode 1:01:33 - Outro https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

From Kazakhstan to Louisiana and now shaking up the oil and gas industry, Onega Ulanova’s story is as bold as her startup, QMS2GO. This AI-powered tool is turning the grind of quality management into a smooth operation, automating audits, crafting training materials, and capturing wisdom from seasoned machinists. Inspired by her own experience as a quality auditor, Onega created QMS2GO to save quality managers hours (if not weeks!) of manual work. With plans to grow, fundraise, and launch a beta release, this tech is set to make waves for companies big and small. Plus, who doesn’t love a smart AI sidekick handling the heavy lifting? 00:00 - Intro 00:55 - What is QMS2GO? | Quality Management System 03:25 - Auditing Process | Compliance & Standards 11:07 - Journey to Louisiana Tech | Educational Background 12:01 - Moving to the US from Kazakhstan | Immigration Experience 14:15 - Starting Your Own Company | Entrepreneurship Journey 18:55 - LA New Product Development | Innovation Strategies 21:20 - Transition from Industrial to Consumer Products | Market Shift 24:24 - Early Products | Product Development History 25:04 - Shark Tank | Pitching to Investors 27:19 - QMS2GO Overview | Business Model 29:10 - Building for Different Industries | Market Adaptation 31:16 - Return to Auditing | Career Path 33:35 - Bootstrapping | Funding Strategies 34:34 - Responsibility of Taking Other People's Money | Financial Ethics 38:44 - Strategic Investor Relationships | Funding Advice 41:40 - Investor Skepticism | Business Viability 45:08 - QMS2GO’s Users | Customer Base 51:13 - How QMS2GO is Being Used | Practical Applications 52:56 - Importance of User Feedback | Continuous Improvement 55:33 - Raising Funds | Fundraising Strategies 56:50 - Pricing Model | Business Strategy 01:01:23 - AI in Cold Outreach | Technology in Marketing 01:03:34 - Speed Round | Quick Questions 01:03:54 - Things to Do in Ruston | Local Attractions 01:04:33 - Best Restaurant in Houston | Dining Recommendations 01:06:23 - Running a Company in Ruston | Business Environment 01:08:04 - Best Place to Eat in Shreveport | Food Recommendations 01:09:02 - How to Reach Andiega | Contact Information https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

What happens when a lightning-fast database meets a quirky name like MotherDuck? You get DuckDB, an embeddable powerhouse shaking up the data warehouse world. It’s fast, it’s sleek, and it’s turning traditional multi-node setups into yesterday’s news. Jacob Matson from MotherDuck spills the beans on how they’re turbocharging DuckDB for the cloud, making it a dream for anyone juggling local and cloud workflows. Think edge computing, IoT magic, and SQL that's so smart it practically writes itself. Whether you’re crunching numbers in finance or wrangling data in oil and gas, this one’s for the data nerds who like their tech cutting-edge and their tools feather-light. 00:00 - Intro 02:06 - DuckDB for Google Sheets 05:24 - Jacob’s Journey to DuckDB 11:05 - OLTP vs OLAP 13:08 - DuctDB 16:59 - MDSinaBox 19:08 - NBA Jam 20:05 - MDS in a Box 22:19 - Running on the Edge 23:56 - Chick-fil-A 26:20 - DuckDB 31:10 - Querying Data Where It Lives 35:30 - ODBC vs Arrow DataFusion 42:13 - Mothertuck 42:55 - Motherduck 46:25 - What is Mother Duck 51:10 - Connecting BI Tools to Mother Duck 52:55 - PG DuckDB 54:33 - Using DuctDB with Postgres 56:21 - DuctDB as Cache for Snowflake 58:25 - ROI of Data Teams 1:01:30 - Future of ELT 1:05:20 - Embeddings in Data 1:06:20 - Language Models in Analytics 1:07:40 - Prompt SQL Techniques 1:15:10 - DuckDB Pushing SQL Forward 1:18:22 - Speed Round 1:19:34 - Favorite Non-DuckDB Database 1:20:28 - Favorite Video or Board Game 1:21:07 - Best Places to Eat in Seattle 1:21:37 - Tyson vs Jake Paul 2 https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

AI and energy might sound like an odd couple, but data² is making it a match made in industrial heaven. With their GraphRAG tech hitting 99% accuracy, they’re tackling billion-dollar challenges like well abandonment and lease block acquisition while rethinking how the energy sector uses AI. Led by John Brewton, who’s blended big-league experience from Chevron with cutting-edge tech smarts, the team’s unique mix of energy pros, tech experts, and even military minds is driving solutions that are agile, scalable, and downright impressive. This isn’t just about data, it’s about turning AI into a true industry game-changer. 00:00 - Intro 03:36 - MIT Robot Learning Breakthrough 06:24 - DataSqured’s Secret Sauce 11:09 - Introduction to ContextSmith 14:15 - Jon’s Background and Founding of ContextSmith 21:59 - ExtraaD and Graph Usage 23:40 - Understanding Graph Databases 29:44 - Model Training Techniques 32:28 - Introduction to RAG 40:45 - Tech Community Challenges 42:49 - Transition from POC to Production 44:49 - AI Limitations: "I Don't Know" 46:05 - Canvass AI Functionality 54:35 - Data Integration into Models 56:13 - A2D and Data Hosting Environments 1:00:26 - Speed Round 1:04:08 - Vector Databases Insights 1:05:27 - Houston Restaurants Discussion https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

Get ready for a deep dive into field data capture with Brandon Ambrose, the mastermind behind EZ Ops, and Ruchita Rosario, data science whiz from Detechtion. They’re breaking down how they’re making life easier for the folks on the ground in oil and gas by bringing AI and smarter data to field operations. Instead of drowning in raw data, operators now have tools that actually make sense of it all, highlighting what matters most, cutting the clutter, and boosting efficiency. From the roots of EZ Ops in Western Canada to becoming a game-changer for blue-collar teams, Brandon and Ruchita share how they’re building a smarter, more connected future for oil and gas. 00:00 - Intro 01:14 - Detection and EZ Ops 02:56 - How EZ Ops Started 05:29 - Challenges of Field Data Capture 08:26 - Achieving Consistent Field Data Capture 13:18 - One Platform to Rule Them All 18:01 - Reporting and Analytics 20:10 - Advice for Entrepreneurs 24:45 - Mobile First vs Web App First 25:55 - What is a Progressive Web App 28:35 - Original Tech Stack 30:25 - Role of a Data Scientist 34:35 - Snowflake and Sigma 40:18 - AIML Applications for EZ Ops 43:33 - Early Wins from Operator Optimization 46:20 - EZ Ops Historical and Future Target Users 53:00 - Gamification Strategies 58:11 - Closing Remarks 1:00:42 - Speed Round 1:05:23 - Book and Podcast Recommendations 1:09:04 - Where to Eat in Toronto 1:10:55 - Finding Ruchi and Brandon https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

Atheer Al-Attar and Jose Leviaguirre, AI experts from Spotfire, join hosts Bobby and John on this episode of Energy Bytes to reveal how Spotfire is transforming data analysis in the oil and gas sector. They delve into Spotfire's AI-powered co-pilot that enhances decision-making through advanced data visualization and real-time insights, helping companies overcome the limitations of traditional tools in fast-paced industrial markets. Atheer, a principal data scientist, and Jose, a telecom engineer, bring their expertise to discuss the future of AI in digital transformation and how Spotfire’s innovative solutions lead the way in energy tech. 00:00 - Intro 01:22 - Spotfire Overview 04:56 - Future of Work Adaptation 08:00 - AI as a Co-Pilot 10:40 - Understanding Spotfire 17:35 - Spotfire's Innovative Edge 19:05 - Spotfire Extensibility and Data Exploration 21:07 - TIBCO Spotfire Mods Explained 25:20 - TIBCO Spotfire Energy Forum Insights 29:50 - Core Business Model of TIBCO Spotfire 33:04 - Spotfire Cloud vs On-Premises Comparison 35:01 - Spotfire Data Science and ML Library 37:20 - Action Mods in TIBCO Spotfire 40:40 - Writing Back to Databases 44:00 - Automation Services Overview 46:57 - Co-Pilot Functionality 52:22 - Data Tables and Charts in Spotfire 54:34 - LLM for HSE Document Management 58:13 - Favorite Project Highlights 58:56 - Dynamic Time Warping Explained 01:05:40 - Creating Map Charts 01:09:15 - Favorite Book or Podcast Recommendations 01:11:43 - Favorite Open Source Libraries 01:13:18 - Favorite Video or Board Game 01:14:30 - Favorite Houston Restaurant Picks 01:16:04 - How to Connect Online https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

Hatem Nasr, Global Director of Digital Energy O&G at SoftServe, joins John on the Energy Bytes Podcast to discuss the transformative impact of AI and data science on the oil and gas sector. With over 15 years dedicated to the digital oilfield, Hatem shares his vision for integrating smart systems and generative AI to tackle the industry's knowledge drain and boost production efficiency. He highlights the pressing issue of declining petroleum engineering graduates and advocates for investing in technology today to secure the industry's future. Through a compelling conversation, Hatem explores how Gen AI can raise the sector’s operational IQ, emphasizing its critical role in sustaining and optimizing oil and gas production. https://www.linkedin.com/in/hatemnasrphd https://www.softserveinc.com/en-us/industries/the-energy-sector/energy-oil-and-gas 00:00 - Intro 00:40 - SoftServe 04:00 - Generative AI 07:00 - JAIG Impact on Oil and Gas IQ 12:02 - OpenAI in Energy 17:45 - Industry Knowledge Loss 21:58 - Significance of Generative AI 23:55 - AI's Role in Oil and Gas 25:29 - AI Use-Cases: Subsurface Data Processing 26:10 - AI Use-Cases: ESP Optimization 27:38 - AI Use-Cases: Methane Detection 29:13 - AI Use-Cases: Regulatory Compliance 30:31 - AI Use-Cases: Preliminary Diagnostics 35:14 - Multimodal AI Applications 38:16 - Industry Challenges: Peak Production 40:35 - Industry Challenges: Low Discovery Rates 51:00 - IoT Innovations in Oilfield 52:54 - Future of Wireless Sensors 54:00 - Laura 57:18 - Edge Computing in Energy 59:34 - Video Analysis Applications 1:06:25 - Technology for Injury Prevention 1:07:20 - Understanding AI's Limitations 1:11:50 - Knowledge Transfer Urgency in Oil and Gas https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

Yogashri Pradhan, Lead Production Engineer at Chevron, explores John's journey from hands-on fieldwork in wind energy and oil to becoming a key figure at Digital Wildcatters. The conversation emphasizes the importance of field experience and adaptability in the fast-changing oil and gas industry. John discusses his transition from mechanical engineering to internships, the evolving nature of the energy sector, and the significance of humility and hard work for career success. He also offers insights into how AI and digital innovations are reshaping industry processes and shares the forward-thinking vision for Digital Wildcatters and the Collide platform. 00:00 - Intro 01:49 - Career Journey in Energy 06:49 - Overview of Collide 11:26 - Understanding Reservoir Data Systems 15:46 - Introduction to Hivecell 18:03 - Meeting Colin and Alex 22:19 - Importance of Field Experience 27:32 - Field vs. Office Disconnect 34:15 - Influential Role Models 39:11 - Impact of Role Models 40:54 - Significance of Field Experience 43:26 - Future Plans and Aspirations 43:39 - Updates from Digital Wildcatters 50:18 - Career Advice for Newcomers 53:20 - Entering the Energy Industry 55:54 - Energy Industry as an Adventure 57:58 - Outro https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

Texas A&M engineering graduates Yazan and Eugen are leveraging AI and advanced technology to modernize outdated processes, particularly in land acquisition and title work within the energy industry. Their career paths took unexpected turns, shifting from premed and engineering to founding Ionian Labs, where they tackle the industry's reliance on old software systems. Their AI-powered solutions streamline data entry and document analysis, reducing errors and saving time. They also address the broader challenges of digitizing data in the energy sector and explore the potential for multi-modal AI models to transform operations. With a startup mindset focused on rapid prototyping, Ionian Labs is driving ongoing innovation in the field. 00:00 - Intro 00:30 - Yazan and Eugene’s Backgrounds 04:00 - What is IONIAN Labs 07:15 - How IONIAN Labs Came About 11:00 - IONIAN Labs Tech Stack Overview 14:55 - Challenges with Land Descriptions 19:18 - IONIAN Labs Tech Stack Overview 27:46 - Lessons Learned and What to Change 28:04 - Collide's Current Journey 28:51 - Customer Feedback Insights 32:10 - Data Sources for IONIAN Labs 34:48 - Architectural Framework 38:40 - Startup Masochism Explained 39:44 - Fine Tuning Machine Learning Models 45:54 - Identifying Your Customers 47:28 - Future Plans for IONIAN Labs 52:24 - Speed Round Discussion 55:36 - Where to Find Ionian Labs https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

With over 40 years of experience in natural gas markets, Dr. Brooks offers valuable insights into the challenges and benefits of integrating hydrogen into the energy mix. He discusses how RBAC’s cutting-edge software enables companies to forecast market trends and navigate the evolving energy landscape. Key topics include hydrogen’s environmental advantages versus its production hurdles, innovations in natural gas market forecasting, and the potential for collaboration between hydrogen and natural gas in shaping the future of energy markets. Dr. Brooks also reflects on his journey from MIT to founding RBAC, revolutionizing energy market analysis along the way. 00:00 - Intro 00:27 - Hydrogen Energy 06:49 - RBAC Overview and Services 16:44 - Enverus Startup Journey 18:20 - Original SAS Model Explained 22:40 - Dr. Rao's Entrepreneurial Journey 24:55 - Natural Gas Market Evolution 27:09 - Data in the 90s: A Retrospective 32:37 - Incorporating Data into Models 35:44 - The Danger of Good Design 38:04 - Beautiful vs. Ugly Equations 41:03 - User-Friendly Systems and Algorithms 44:30 - Energy Systems: Poor vs. Rich Countries 46:13 - Energy Policy Class Insights 51:51 - Understanding Negative Gas Prices 58:23 - Flat Natural Gas Prices Explained 1:02:40 - Early Natural Gas: The Nuisance Gas 1:05:12 - Forecasting Techniques in Energy 1:06:48 - Platform Users and Applications 1:12:18 - Likelihoods and Risk Analysis 1:16:34 - Learning in Resource Economics 1:19:20 - Finding David: A Guide https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

Robert shares insights into how data analysis is revolutionizing the industry, emphasizing the critical role of efficient data queries and the tools that manage large volumes of information. He discusses the transition from relying on spreadsheets to adopting more organized and structured data systems. Tools like Snowflake and DBT are driving this shift, enhancing data processes and improving data quality within the oil and gas sector. 00:00 - Intro 01:34 - Distributed Compute Necessity 07:05 - Enverus Role Overview 10:51 - Transitioning from Spreadsheets 17:12 - Data Quality Testing Techniques 19:00 - Understanding DBT (Data Build Tool) 21:15 - DBT Orchestration Explained 24:35 - DBT Documentation Importance 28:03 - Tech Stack Insights 30:17 - Type 2 Slowly Changing Dimensions 33:01 - FiveTran vs. Homegrown Pipelines 36:00 - Rudderstack Overview 38:20 - Snowflake's Semantic Layer 40:40 - Hex Analytics Tool 45:00 - Experience at Parsley 47:43 - Journey from Planning to Engineering 49:28 - Importance of Domain Experience 54:55 - Changing Your Data Stack 1:01:14 - ODBC Usage Today 1:06:00 - Microsoft Power BI Overview 1:07:40 - Lakehouses Explained 1:11:50 - Speed Round 1:14:20 - Exciting Open Source Packages 1:19:41 - Favorite Roadside Stops 1:21:52 - Podcast Wrap-Up 1:22:34 - Where to Find Matt https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

Energy Ogre's CTO, Britany Devlin, shares her expert advice on reducing electricity costs and navigating the complexities of the energy market. Drawing from her extensive experience in trading floors and risk management, Britany explains how fluctuations in natural gas and electricity prices affect consumers and how Energy Ogre helps clients optimize their power plan contracts. She also highlights the transformative role of AI and automation in the energy sector, enhancing customer experience and providing innovative solutions in a volatile market. Learn about the future of renewables, energy storage, and strategic ways to lower your power bills. Click here to watch a video of this episode. 00:00 - Intro 01:17 - Toby Rice: Sub $3 Henry Hub Outlook 05:22 - Electricity Costs vs. Natural Gas Prices 07:35 - Introduction to Energy Ogre 13:26 - How Energy Ogre Operates 17:51 - Importance of Customer Service in Energy 23:10 - Overview of the Texas Energy Market 27:19 - Energy Generators Explained 31:24 - Incentives for Homeowners in Energy Markets 32:30 - Understanding the Power Grid Dynamics 40:05 - Energy Ogre Insights 42:40 - Managing Tech Debt and Scaling Strategies 44:30 - Role of AI in Energy Sector 49:20 - Customer Support in Energy Services 52:11 - Griddy's Data Analysis Methods 54:11 - Historical Data Utilization by Griddy 57:50 - AI and Data Generation Impacts 1:02:48 - Learning from Human Decision-Making 1:06:28 - AI for Workplace Productivity Enhancement 1:10:31 - Recommended Books and Podcasts 1:11:15 - Top Social Media Influences 1:11:50 - Future Plans for Energy Ogre 1:13:16 - Finding Energy Ogre Online https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

AI is revolutionizing traditional practices, streamlining complex processes, and enhancing operational efficiency. The discussion addresses the industry's initial skepticism toward AI and how AI Driller is overcoming these challenges through real-time data analysis and decision-making tools. Listeners will hear the unique story behind AI Driller and its role in advancing automation and data processing, alongside the broader influence of AI on modern workflows. Richard and Marat share their perspectives on how AI is transforming perceptions and driving sustainable growth in the oil and gas sector, with a glimpse into future advancements and deeper AI integration in energy markets. 00:00 - Intro 01:06 - Fun AI in Minecraft 04:38 - AI in Business Models 08:07 - Headwinds from AI Buzzwords 10:35 - Overview of AI Driller 13:57 - User Interaction with AI Driller 19:10 - Non-AI Features of AI Driller 21:40 - Modern Perspective’s Software Solutions 25:28 - Tools Used by Modern Perspective 27:24 - Architectural Decisions in Startups 31:03 - Advice for Oil & Gas Software Startups 36:31 - Startup Budget Misconceptions 43:26 - Data Modeling Techniques 46:12 - Real-Time Data Ingestion Strategies 51:05 - Completions Market Insights 54:45 - Ideal Completions State 55:37 - Innovation Challenges in Oil & Gas 1:02:26 - Favorite Databases 1:05:58 - Collide’s Partnership with Tullow Oil Announcement https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

William Fox, General Manager for Drilling at Corva.ai, shares his insights on the transformative role of AI in the oil and gas industry. He explains how AI is revolutionizing drilling operations by optimizing performance and driving innovation, while also addressing common uncertainties and misconceptions about AI in industrial markets. Key points include Corva’s Predictive Drilling technology, which leverages AI to enhance efficiency and safety, and the importance of balancing automation with human expertise for sustainable growth. William also highlights AI's future potential to mitigate risks and amplify human capabilities in the energy sector, advocating for collaboration over competition and emphasizing ethical AI implementation in his approach. 00:00 - Intro 00:40 - AI Gone Wrong: Risks and Challenges 03:20 - Predictive Drilling: Definition and Benefits 05:20 - Cursor: Innovative Technology in Drilling 07:20 - Human-Machine Interface: Enhancing Interactions 09:20 - Training the Model: Best Practices 12:20 - LLMs in Drilling: Potential and Applications 17:40 - Garbage In, Garbage Out: Data Integrity Issues 18:50 - Data Quality: Importance in AI Systems 19:50 - Trusting AI: Building Industry Confidence 22:18 - Real-Time Model Maintenance: Strategies 25:00 - Labeling Data: Essential for Machine Learning 27:38 - Predict and Mitigate: The Ideal Future 28:48 - Running in the Cloud: Advantages for Drilling 30:52 - Liability: Legal Considerations in AI 33:55 - Commercial Aspects: AI in the Drilling Industry 38:20 - Business Case for AI: Justifying Investments 41:00 - Impact on Production: Measuring Success 44:10 - Tool Joint Mitigation: Techniques and Solutions 53:19 - What's Next for Novi: Future Developments 57:40 - Speed Round: Quick Insights 1:00:10 - How to Reach Will Fox: Contact Information https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

Applied Science Manager at Verdad Resources, joins hosts Bobby and John to tackle the pressing issue of cybersecurity in the oil and gas industry. With his deep expertise, Kurt delves into the costly mistakes companies are making, such as ransomware attacks like those on Halliburton, which have exposed vulnerabilities across the sector. He discusses the growing cyber threats, the challenges of maintaining operational efficiency while enhancing security, and how data and AI can help build resilient defenses. Kurt also offers unique insights into unconventional strategies and the future role of technology in protecting the industry's future. 00:00 - Intro 00:48 - Halliburton Cyber Attack, Cybersecurity, Data Breach 05:36 - Default Mode of Operation for a Complex System is Failure, Systems Theory, Risk Management 08:00 - Testing Your Security, Security Assessment, Vulnerability Testing 10:18 - Different industries, Industry Applications, Sector Comparison 10:52 - Feedback loops, System Feedback, Continuous Improvement 17:50 - Different teams, different goals, Team Dynamics, Collaboration 20:02 - Useful statistics, Data Analysis, Key Metrics 23:54 - Trade-offs and models, Decision Making, Modeling Techniques 31:43 - How to encourage more experimentation, Innovation Strategies, Experimentation Culture 34:07 - What are we looking for in an experiment, Experiment Design, Hypothesis Testing 35:31 - Learning from failures, Failure Analysis, Lessons Learned 41:55 - Engineers vs scientists, Roles in Science, Engineering vs Science 45:20 - Applying science to data, Data Science, Scientific Methods 51:10 - Communicating complex data relationships, Data Visualization, Communication Strategies 53:18 - How to validate models, Model Validation, Accuracy Assessment 57:30 - Charlie Munger, Investment Strategies, Decision Making 58:56 - Overcomplicating things as engineers, Simplification, Engineering Challenges 1:05:40 - Python scripts, Programming, Automation 1:06:40 - Shazam for logs, Log Analysis, Data Recognition 1:09:48 - Speed Round, Quickfire Questions, Rapid Responses https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters

David Yaffe, Co-Founder of Estuary Development, joins hosts Bobby and John in this episode of Energy Bytes to dive into the alarming rise of cloud costs affecting businesses today. With cloud expenses climbing 30% year-over-year, David shares his insights on how companies are grappling with these challenges. He unpacks the intricacies of cloud service models, pricing strategies, and the growing demand for alternative solutions. Throughout the discussion, David highlights the importance of competition and innovation in the cloud industry, as well as Estuary’s approach to tackling these issues. He also shares his personal journey from mechanical engineering to tech entrepreneurship, offering a fresh perspective on data management. As they explore the future of cloud computing, David provides valuable insights into new technologies and evolving pricing models. Don’t forget to subscribe for more expert discussions and updates! 00:00 - Intro 00:20 - Current Events 05:26 - Introducing David Yaffe 06:48 - High Velocity Data Processing 10:15 - Building Data Streaming Systems 12:49 - Secondary Costs of Data Ingestion 17:47 - Writing to a Fact Table 19:55 - Fivetran Multi-Cloud Capabilities 20:44 - Multi-Cloud Strategies 22:04 - Common Data Sources and Destinations 23:56 - TimescaleDB Overview 29:00 - API Data Sources 29:43 - Data Storage Tiers Explained 32:35 - Cost of Data Ingestion 33:50 - Zero ETL Concept 37:06 - Building vs Buying Data Solutions 42:29 - Agnostic Storage Layers 46:50 - Databricks Acquires Delta Lake 51:45 - Transformation Layer Explained 54:00 - Estuary's Functionality 56:10 - Data Ownership and Normalization 58:24 - Typical Estuary Customer Profile 1:00:50 - Data Virtualization Insights 1:04:52 - Minimizing Impact on Source Systems 1:07:36 - Speed Round https://twitter.com/collide_io https://www.tiktok.com/@collide.io https://www.facebook.com/collide.io https://www.instagram.com/collide.io https://www.youtube.com/@collide_io https://bsky.app/profile/digitalwildcatters.bsky.social https://www.linkedin.com/company/collide-digital-wildcatters