Episodi
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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.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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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 Discussionhttps://www.instagram.com/digitalwildcatters
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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.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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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 Brandonhttps://www.instagram.com/digitalwildcatters
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Episodi mancanti?
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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.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
Click here to watch a video of this episode.
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 Onlinehttps://www.instagram.com/digitalwildcatters
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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.
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https://www.softserveinc.com/en-us/industries/the-energy-sector/energy-oil-and-gasDigital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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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 Gashttps://www.instagram.com/digitalwildcatters
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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.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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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 - Outrohttps://www.instagram.com/digitalwildcatters
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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.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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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 Labshttps://www.instagram.com/digitalwildcatters
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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.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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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 Guidehttps://www.instagram.com/digitalwildcatters
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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.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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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 Matthttps://www.instagram.com/digitalwildcatters
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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.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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 Onlinehttps://www.instagram.com/digitalwildcatters
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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.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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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 Announcementhttps://www.instagram.com/digitalwildcatters
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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.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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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 Informationhttps://www.instagram.com/digitalwildcatters
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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.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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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 Responseshttps://www.instagram.com/digitalwildcatters
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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!
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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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 Roundhttps://www.instagram.com/digitalwildcatters
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Andrew Richard, President and Co-Founder of Automated Rig Technologies, and Ronald Townsend, President of Automated Completions Technologies Inc., discuss how automation is transforming the oilfield industry. They explore how new technologies are revolutionizing well servicing and completions, enhancing safety and efficiency, and reducing human error. The conversation highlights the shift from outdated practices to innovative solutions like the CD Rod Tong, which are making the industry more efficient and creating better work environments. Both Andrew and Ronald share their expertise on the role of AI and automation in shaping the future of the oil and gas sector.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
Click here to watch a video of this episode.
00:00 - Intro
01:16 - Kroger Dynamic Pricing Test
02:14 - Overview of Automated Rig Technologies
04:34 - Workover Rigs Evolution
09:51 - Securing R&D Funding from Operators
20:10 - Introduction to Rival Downhole
20:25 - Rival Downhole Technologies Explained
21:20 - Joint Pipe Injector (JPI) Market Fit
23:55 - Automation's Impact on Job Creation
28:05 - Joint Pipe Injector (JPI) Background
32:00 - Data Insights from JPI
34:00 - CD Tong Discussion
39:30 - Tech and Operator Friction
42:46 - Importance of Data in Operations
44:29 - Positive Feedback in Technology
46:20 - Reducing Operator Input by 97%
48:48 - Automation on Well Sites
52:30 - SCADA and IoT Integration
56:26 - Role of Software Companies
59:30 - NFTs in Wellbore Management
1:03:26 - Replacing Roughneck Roles
1:05:28 - War Story: Bonnet Bolts Issue
1:07:10 - Finding Automated Rig Technologieshttps://www.instagram.com/digitalwildcatters
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Cameron Amigo, Maritime Data Guru at Orbit MI, and Jordan Taylor, Technical Advisor at Shipping Intel, join hosts Bobby and John in this episode of Energy Bytes to explore the revolutionary impact of AI in the maritime industry. From open-source AI models like Llama 3.1 to the use of React methodology for creating efficient, domain-specific tasks, Cameron and Jordan dive into how AI is transforming operations. They discuss how these technologies are improving safety, boosting operational efficiency, and reducing commercial risks in an industry that has long struggled with data silos and inefficiencies. With their extensive experience in maritime operations and AI innovation, Cameron and Jordan offer unique insights into how AI is solving complex problems and shaping the future of maritime technology.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
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00:00 - Intro
00:41 - OpenAI's LLM Overview
02:02 - OpenAI's API Features
08:16 - Insights on Shipping Intel
17:34 - REACT and RAG Explained
19:56 - REACT Methodology Breakdown
22:45 - Importance of Context in Data
25:48 - Tagging and Annotating Data
26:37 - Document Structure Essentials
27:40 - Chunking Techniques
29:08 - Low-Code Tools for Data Science
29:53 - Future Trends in Data Science
32:36 - Pathways to Enter Data Science
33:44 - Data Maturity Significance
37:52 - Understanding Multimodal Models
38:52 - Querying Clean Datasets with OpenAI
42:50 - Reducing Bias in AI Models
45:23 - Trust Issues in Maritime Industry
48:35 - Gaining Stakeholder Buy-In
54:07 - Addressing Real World Problems
58:07 - Analyzing Sensor Data
1:00:24 - Future Improvements in AI Models
1:04:20 - Starlink and Connectivity
1:09:21 - Concerns about AI Language Development
1:11:14 - Rapid Fire Questions
1:15:00 - Camunda Overview
1:15:30 - Recommended Bookshttps://www.instagram.com/digitalwildcatters
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Stephen Pace, Principal Sales Engineer at Snowflake, joins hosts John and Bobby in this episode of the Energy Bytes Podcast to explore how Snowflake's cutting-edge AI tools are transforming data management in the energy sector. With his extensive background, including a journey from Shell to Snowflake, Stephen shares insights into the evolution of Snowflake’s multicloud capabilities and AI tools like Snowpark and Snowpipe Streaming. These innovations are solving scalability and real-time processing challenges in large-scale industrial applications, offering energy companies new ways to enhance data strategies and streamline operations. Stephen also provides a look into Snowflake’s future developments and its continued integration of AI and machine learning. Based in Houston, Stephen’s expertise in data management makes him a key player in helping organizations maximize the potential of Snowflake’s platform.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
Click here to watch a video of this episode.
00:00 - Intro
4:09 - What is Snowflake
6:32 - Snowflake's Architecture
9:52 - Snowflake’s Growth
10:32 - Snowflake’s Pricing
12:48 - Snowflake’s Performance Index
15:36 - Snowflake’s Snowpark Optimized Servers
17:26 - Snowflake’s Data Sharing
18:58 - Autosuspend
20:03 - Snowflake’s Managed Service
21:54 - Success Stories
23:58 - Will Snowflake Get into the Vector Database Space
29:43 - How Snowflake is Enabling AI
33:59 - Using Language Models to Extract Data
36:58 - Breaking Down Data Silos
39:18 - Storing Structured and Semi-Structured Data
41:45 - From Easy to Use to Production Worthy
47:04 - Snowpark and Pandas
50:04 - Multi-Compute and Parallel Processing
51:26 - Observability
52:45 - Snowpipe
58:10 - Favorite Use Case
1:01:50 - Customer Feedback
1:03:49 - Native Connectors
1:06:38 - Google
1:07:23 - Lightning Roundhttps://www.instagram.com/digitalwildcatters
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Josh Politte, President & CEO of ACT Solutions & Consulting, discusses how technology is transforming the energy sector. He shares insights on advancements in cybersecurity, AI, and data management, highlighting solutions like multi-factor authentication (MFA), passwordless approaches, and AI-driven security enhancements. Josh simplifies complex topics such as AI, machine learning, and blockchain, using real-world examples to make them more relatable. He also touches on trends like Snowflake for data management and the potential of quantum computing to revolutionize security. With his extensive experience, Josh provides a clear vision for how technology will continue to shape the future of energy and cybersecurity.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
Click here to watch a video of this episode.
00:00 - Intro
00:30 - Snowflake News
02:27 - How RedBit Uses Snowflake
07:58 - Distributed Computing
09:14 - Silicon Valley Insights
11:32 - Industrial Revolutions
13:39 - Intro Josh Politte
14:07 - Communicating Solution Value
16:40 - Selling Solutions to Management
20:32 - Time is Not a Value Proposition
24:22 - Company AI Utilization
26:52 - Azure AI
30:50 - Power Automate
32:00 - Power Automate Desktop
36:07 - Desktop Flows
38:36 - Citizen Development Program
42:21 - Understanding Data Lakes
44:33 - Power Apps and SharePoint Lists
47:44 - Exploring Dataverse
48:33 - Dynamics 365 Overview
51:45 - Hidden Gems in Power Platform
53:08 - Power BI vs Spotfire
57:02 - Power Fabric Capabilities
57:55 - Low Code vs Full Stack Development
59:45 - Power Query Pagination
1:01:02 - Power Query API Calls
1:04:53 - Favorite Cloud Provider
1:06:00 - Favorite Non-Microsoft Tech
1:09:48 - Favorite Board or Video Gamehttps://www.instagram.com/digitalwildcatters
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Dominik Pilat, Director of Strategic Partnerships at Link Labs, joins hosts John and Bobby in this episode of the Energy Bytes Podcast to dive into the future of asset tracking. Dominik shares how Link Labs is transforming the IoT landscape with their innovative asset tracking technology, seamlessly integrating indoor and outdoor tracking while focusing on low energy consumption, low data throughput, and cost efficiency. He discusses his journey from a background in physics to finding his passion in IoT and highlights the limitations of traditional asset tracking systems, particularly when transitioning between environments. With a unique approach that leverages edge computing, Link Labs offers scalable, smarter solutions tailored to industries like oil and gas. Dominik also provides insights into the future of IoT and asset tracking, exploring the potential advancements and their impact across various sectors.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
Click here to watch a video of this episode.
0:00 - Intro
1:05 - What is Link Labs
5:19 - Edge Computing in Asset Tracking
11:02 - How Link Labs Does It
17:44 - Removing the Human Element
21:07 - Wrapping Up
23:38 - Your time at Kelvin Inc
24:34 - Turning Models into Actors
25:10 - Optimizing PCP Pumps
29:33 - Pushing AI Models to the Edge
35:54 - What Can Energy Learn from Manufacturing
39:40 - Why is Germany So Good at Manufacturing
45:38 - Dom’s Journey to Becoming an Inventor
54:26 - Always Wanting More
58:46 - Who Do You Follow on Social Media
1:04:38 - Favorite Board or Video Gamehttps://www.instagram.com/digitalwildcatters
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Brian Weaver, Head of Software Development and Data Architecture at Liberty Energy, joins hosts John and Bobby to discuss how Liberty Energy is using advanced technology and data analytics to revolutionize fracking operations. Brian explains how the company leverages streaming data, real-time analytics, IoT, and machine learning to optimize processes, particularly in remote locations like Australia and Central Europe. He also shares insights into the challenges of integrating new technologies, the importance of data-driven decisions, and the impact of Liberty’s merger with Schlumberger. Looking ahead, Brian envisions a future where big data and AI continue to drive innovation in the oil and gas industry, helping Liberty Energy stay ahead of the curve.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
Click here to watch a video of this episode.
0:00 - Intro
1:36 - Liberty Frac
4:56 - Expanding Internationally
9:28 - Frac Data Capture & Analysis
9:53 - How does Liberty capture and use data
12:52 - What is InfluxDB and why is it useful for time series data
23:54 - Intro
24:00 - Your Journey to Data
27:51 - Your 2nd Stint at Liberty
28:20 - Slumber Acquisition
31:55 - Snowflake Data Sharing
36:43 - Replication and 5Tran
38:58 - Iceberg
41:04 - Snowflake
43:33 - Telemetry Data Processing
52:40 - How to break into data
54:28 - Learning data skills
1:01:10 - Lightning Round
1:01:30 - Favorite Video or Board Game
1:02:10 - Favorite Open Source Library
1:03:20 - Interesting People to Follow
1:04:50 - Favorite place to vacationhttps://www.instagram.com/digitalwildcatters
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In this episode of the Energy Bytes Podcast, JD Long, Vice President of Portfolio Solutions at RenaissanceRe, shares his expertise in using cross-functional knowledge and new technologies like AI to drive impactful solutions in the energy sector. He discusses how data is transforming industries, offering practical tips and fascinating stories about the power of AI tools such as GPT-3 and 11 Labs. JD delves into the ethical dilemmas surrounding AI, the importance of iterative problem-solving, and how organizations can effectively use data to tackle industry-specific challenges. He also provides real-world examples of AI's potential, both for positive outcomes and potential risks. With insights into the evolving landscape of data science, JD offers a unique perspective on how companies in the energy sector are adapting to stay ahead. Looking to the future, he explores emerging trends and developments that could reshape the industry.
Digital Wildcatters brings the energy community together through events, cutting-edge content, and powerful tools. Join our online community at collide.io. Engage with experts, level up your career, and ask Collide AI your toughest technical questions.”
Click here to watch a video of this episode.
0:00 - Intro
1:25 - AI is Getting Scary
7:05 - Stack Overflow and OpenAI
10:46 - Iterative Coding
13:01 - Foot Pedal for Voice to Text
18:55 - GUI vs. CLI vs. Code
19:40 - No Code vs Code
24:33 - No Code for Prototyping
27:26 - Best Platforms: Dual Function
33:44 - What is "Production"
35:35 - Business Logic: ETL vs Reporting Tools
42:50 - How Did You Get into the Space
44:28 - Advice from Your Dad
49:08 - The Value of Being Useful Quickly
50:55 - The Internet Routes Around Obstructions
51:51 - Shadow IT
59:30 - Moving from Analyst Excel to Controlled Systems
1:00:50 - Scaling from One-Man Shop to Medium Company
1:04:46 - Different Levels of Reliability
1:07:03 - Producto-Type
1:08:30 - Second Set of Eyes
1:09:30 - Low Code Platforms
1:12:11 - The Value of a Second Set of Eyes
1:15:58 - Learning from Your Experiences
1:16:30 - The Problem with Agile Development
1:18:40 - Importance of High-Fidelity Communication
1:22:44 - Favorite Video Game or Board Game
1:24:06 - Favorite Whiskey or Bourbon
1:29:34 - Favorite Open Source Projecthttps://www.instagram.com/digitalwildcatters
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