Energy Bytes

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In this episode of Energy Bytes Podcast, dive deep into the misunderstood revolution of AI in Oil & Gas with industry experts Richard Zamora, COO, and Marat Zaripov, CEO & Founder of AI Driller, Inc. Discover how AI is reshaping the sector, breaking down complex processes, and enhancing operational efficiency. Key Takeaways include insights on the role of AI in transforming traditional practices, overcoming industry headwinds, and the evolving perception of AI in tech startups within the oil and gas sector. Learn about the backstory of AI Driller, from its unique name origin to its groundbreaking contributions in automation and data processing. The problem addressed is the industry's initial skepticism towards AI, while AI to the Rescue focuses on AI Driller's solutions for real-time data analysis and decision-making. Industry Insights reveal the nuanced impact of AI on modern workflows, with a contrarian approach to leveraging AI for sustainable growth. The Future section discusses potential advancements and continued integration of AI in energy markets. Guest Bio: Richard Zamora and Marat Zaripov are pioneers in AI technology for industrial markets, bringing innovative solutions to the forefront of the energy sector. Subscribe for more insights and follow us for updates on future episodes!

CHAPTERS:
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

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Dive deep into the transformative role of AI in the oil and gas sector as William Fox, General Manager for Drilling at Corva.ai, shares his insights on the Energy Bytes Podcast. Discover how AI is revolutionizing drilling operations, optimizing performance, and driving industry innovation. William Fox reveals AI's role in oil & gas, discussing challenges and opportunities in integrating AI technologies.

Key Takeaways:
- The Problem: Uncertainty and misconceptions surrounding AI in industrial markets.
- AI to the Rescue: How Corva's Predictive Drilling leverages AI to enhance efficiency and safety.
- Industry Insights: Balancing automation with human expertise in tech startups for sustainable growth.
- The Future: AI's potential to mitigate risks and augment human capabilities in the energy sector.

The Backstory: From rogue AI usage in music streaming to ethical AI implementation in drilling, this episode covers it all. William Fox offers a contrarian approach to AI, emphasizing collaboration over competition.

Guest Bio: William Fox, with his extensive experience at Corva.ai, is a trailblazer in employing AI to transform drilling operations in the oil and gas industry.

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

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Dive deep into the critical world of cybersecurity within the oil and gas sector in this engaging episode of the Energy Bytes Podcast. Join hosts Bobby and John as they welcome Kurt Rucker, Applied Science Manager at Verdad Resources, to discuss the costly cybersecurity mistakes plaguing the industry. Discover how ransomware attacks, such as those on Halliburton, illuminate vulnerabilities and expose risks every company faces, from large publicly traded entities to midsize players.

Key Takeaways: 
- Industry Insights: Understand the increasing frequency of cyber threats and their impact on the oil and gas sector's bottom line.
- The Problem: Explore the challenges companies face in balancing security measures with operational efficiency.
- AI to the Rescue: Learn how data and technology can be harnessed to build resilient systems.
- A Contrarian Approach: Consider unconventional strategies and why embracing failure might lead to innovative solutions.
- The Future: Envision the role of technology and collaboration in safeguarding 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

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Dive deep into the shocking truth about rising cloud costs in this episode of Energy Bytes! Join hosts Bobby and John as they sit down with David Yaffe, Co-Founder of Estuary Development. Discover how cloud costs are impacting businesses more than ever, with 30% year-over-year increases that are leaving users frustrated. The discussion navigates the complex landscape of cloud service models, pricing strategies, and the growing need for alternatives. Key takeaways include the importance of competition and innovation in cloud services, the role of data storage pricing, and David's insights into Estuary's strategic approach to cloud challenges. The backstory unfolds with David sharing his journey from mechanical engineering to tech entrepreneurship, offering a contrarian approach to data management. As they explore the future of cloud computing, industry insights reveal the potential of new technologies and pricing models. Guest Bio: David Yaffe, an accomplished entrepreneur, co-founded Estuary Development, focusing on innovative solutions in cloud cost management. Subscribe for more insights and follow us for 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

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Dive deep into the world of oilfield tech innovation in this episode of the Energy Bytes Podcast, as we explore how automation is revolutionizing the industry at the edge. Discover how Andrew Richard, President and Co-Founder of Automated Rig Technologies, and Ronald Townsend, President of Automated Completions Technologies Inc., are pioneering cutting-edge solutions to transform well servicing and completions. 

Key Takeaways: Learn about the evolution of outdated technologies, the role of AI and automation in enhancing safety and efficiency, and the potential for creating more appealing work environments in the oil and gas sector.

The Backstory: With roots in drilling, both companies are now leading the charge in automating well completions, aiming to reduce human error and increase efficiency with innovative tools like the CD Rod Tong.

Guest Bio: Andrew Richard is a visionary in oilfield automation, co-founding Automated Rig Technologies to push the boundaries of what's possible. Ronald Townsend, with his leadership at Automated Completions, is driving the adoption of next-gen tech in the U.S. energy markets.

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 Technologies

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Dive deep into the revolutionary world of AI in the maritime industry with this episode of Energy Bytes! Join hosts Bobby and John as they chat with Cameron Amigo, the Maritime Data Guru at Orbit MI, and Jordan Taylor, Technical Advisor at Shipping Intel. This episode is packed with game-changing insights on how AI is transforming maritime operations, from open-source AI models like Llama 3.1 to the application of React methodology in creating efficient, domain-specific tasks.

Discover how the integration of AI and machine learning in the maritime sector is not only enhancing operational efficiency but also ensuring safety and reducing commercial risks. Our guests bring a wealth of experience, having sailed tankers, managed technical operations, and developed cutting-edge AI solutions tailored for maritime needs.

Cameron and Jordan share their journeys from maritime operations to becoming tech innovators, bringing invaluable insights from their hands-on experiences.

Maritime operations traditionally suffer from data silos and inefficient processes. Our guests discuss the industry's pain points and the need for innovative AI solutions.

Learn how the latest AI models and methodologies are providing solutions to complex maritime problems, enhancing everything from regulatory compliance to real-time operational efficiency.

Gain a deeper understanding of how AI is reshaping the maritime industry, making it safer, more efficient, and commercially viable.

Explore the unique challenges and opportunities presented by integrating AI in a traditionally conservative industry.

Peek into the future of AI in maritime and how it promises to revolutionize the industry even further.

Cameron Amigo, Advisor at Shipping Intel, and Jordan Taylor, Technical Advisor at Shipping Intel, bring decades of combined experience in maritime operations and AI technology. Their expertise and innovative thinking are driving significant advancements in the industry.

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 Books

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Dive deep into the world of Snowflake's game-changing AI tools with the Energy Bytes Podcast! In this episode, John and Bobby sit down with Stephen Pace, Principal Sales Engineer at Snowflake, to uncover how Snowflake is revolutionizing data management and AI applications in the energy sector. From Stephen’s insights, discover how Snowflake's multicloud capabilities and innovative AI tools are transforming industries, one data set at a time.

Stephen Pace shares his journey from Shell to Snowflake, detailing the evolution of Snowflake’s technology and its pivotal role in transforming data warehousing.

Traditional data management systems struggle with scalability and real-time processing, particularly in large-scale industrial applications.

Snowflake’s AI tools, including Snowpark and Snowpipe Streaming, provide robust solutions for these challenges, offering unparalleled efficiency and scalability.

Gain deep insights into how leading energy companies leverage Snowflake to enhance their data strategies and streamline operations.

Stephen explains Snowflake’s unique approach to cloud data warehousing, challenging conventional methods and offering innovative alternatives.

Get a sneak peek into Snowflake’s future developments and how they aim to further integrate AI and machine learning into their platform.

Stephen Pace is a Principal Sales Engineer at Snowflake, based in Houston. With a rich background in the energy sector and extensive experience in data management, Stephen brings invaluable expertise to the table, helping organizations harness the full potential of Snowflake’s data solutions.

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 Round

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Dive deep into the world of energy transformation on this episode of the Energy Bytes Podcast! Join hosts John and Bobby as they sit down with Josh Politte, President & CEO of ACT Solutions & Consulting, to uncover groundbreaking insights into revolutionizing energy.

Discover how ACT Solutions is pushing the boundaries of cybersecurity, AI, and data management in the energy sector. From the challenges of default passwords to the innovative use of MFA and the dynamic approach to going passwordless, Josh shares invaluable strategies that can protect and empower businesses.

Josh, with his extensive background, navigates through various anecdotes and real-world examples, making complex topics like AI, machine learning, and blockchain relatable and engaging. 
Many businesses struggle with implementing effective cybersecurity measures and managing vast amounts of data securely.
Josh discusses the role of AI and large language models in enhancing security and data processing, making these technologies more accessible and efficient for businesses.
Learn about the latest trends in the energy sector, from the use of Snowflake for data management to the potential of quantum computing in revolutionizing security protocols.
Josh offers a unique perspective on the integration of new technologies like blockchain, emphasizing the importance of choosing the right tech for specific use cases.
Get a glimpse into the future of energy and cybersecurity with Josh's visionary insights on how distributed computing and AI will shape the industry.
Josh Politte is the President & CEO of ACT Solutions & Consulting, a company at the forefront of energy transformation. With a wealth of experience in cybersecurity and data management, Josh is a leading voice in leveraging technology for business innovation.

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 Game

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In this episode, John and Bobby sit down with Dominik Pilat, Director of Strategic Partnerships at Link Labs, to dive deep into the future of asset tracking. Discover how Link Labs is revolutionizing the world of IoT with their cutting-edge asset tracking technology, blending indoor and outdoor tracking seamlessly and optimizing for low energy, low data throughput, and low cost.

**Key Takeaways:**
- **The Backstory:** Dominik shares his journey and how he transitioned from physics to IoT, ultimately finding his passion at Link Labs.
- **The Problem:** Traditional asset tracking systems have limitations, especially when transitioning between indoor and outdoor environments.
- **AI to the Rescue:** Link Labs leverages edge computing to enhance asset tracking, ensuring smarter, scalable, and cost-effective solutions.
- **Industry Insights:** Dominik discusses the unique challenges of asset tracking in sectors like oil and gas, highlighting the importance of innovation in these fields.
- **A Contrarian Approach:** Learn about Link Labs' unique approach to asset tracking by flipping the traditional architecture and pushing compute to the edge.
- **The Future:** Explore the potential future developments in IoT and asset tracking, and how these advancements can benefit various industries.

**Guest Bio:**
Dominik Pilat is the Director of Strategic Partnerships at Link Labs, an innovative IoT company specializing in asset tracking. With a background in physics and extensive experience in IoT, Dominik brings valuable insights into the intersection of technology and industry, making him a key player in transforming how companies track and manage their assets.

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 Game

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Brian shares insightful stories from his journey, the challenges of integrating legacy systems, and the innovative approaches Liberty Energy is using to capture and utilize data for better decision-making. Discover how Liberty is leveraging cutting-edge technology to stay ahead in the energy sector, including expanding into international markets like Australia and Central Europe.

**Key Takeaways:**
- The importance of data-driven decision-making in energy.
- Liberty Energy's approach to data architecture and software development.
- Challenges and opportunities in international expansion.
- How new technologies like Starlink are transforming data connectivity in remote areas.

**The Backstory:** Learn about Brian’s journey from a field engineer to leading software development and data architecture at Liberty Energy. His unique perspective combines deep domain knowledge with a passion for data, making him a trailblazer in the industry.

**Industry Insights:** Brian discusses the evolving landscape of oil and gas, the role of connectivity, and how Liberty Energy is staying ahead with innovative data solutions.

**The Future:** Get a glimpse into the future of Liberty Energy as they expand their reach and continue to innovate in the energy sector.

**Guest Bio:** Brian Weaver is the Head of Software Development and Data Architecture at Liberty Energy. With a background in field engineering and a strong passion for data, Brian has been instrumental in driving Liberty Energy’s data initiatives, transforming how they capture and utilize data to make informed decisions.

CHAPTERS:
0:00 - Intro
1:36 - Liberty Frac Overview
4:56 - Expanding Internationally
9:28 - Frac Data Capture & Usage
12:52 - InfluxDB for Time Series Data
23:54 - Guest Intro: Brian Weaver
24:00 - Journey to Data Career
27:50 - Second Stint at Liberty Energy
28:20 - Slumber Acquisition Impact
31:55 - Snowflake Data Sharing
36:43 - Data Replication with 5Tran
38:58 - Apache Iceberg
41:04 - Snowflake Features
43:33 - Telemetry Data Processing
52:40 - Breaking into Data Industry
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 - Influential People in Data
1:04:50 - Favorite Vacation Spot

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