Chuck Yates Got A Job

TCU's energy internship program is back for round two and the results are kind of wild. What started as a summer experiment with business students who knew zero about oil and gas turned into kids giving no-notes presentations on legacy well economics in just ten weeks. Nikki Morris, Executive Director of TCU's Ralph Lowe Energy Institute, and Ryan Haggerty, Owner at RHR Oil and Gas, break down the field trips from Diamondback frac sites to 70 year old vertical wells, how AI is changing the game for young talent but still can't replace the crusty old timer making the final call, and why the industry's biggest problem with 150,000 orphan wells in Texas might need a proactive solution before Washington forces one.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 Intro and field trip recap from Riot's bitcoin mining site to Corsicana2:45 First impressions of the oilfield and the stiletto boots story5:22 How students connected the dots seeing wells in person8:21 Why basic energy education is missing from schools10:30 Overview of TCU's energy programs and student workers13:00 How Ryan and Nikki connected through the Fort Worth chamber17:32 AI vs tribal knowledge and the great crew change debate19:07 The HEB data scientist story that shocked an operator21:48 Ryan's legacy well project and what the students discovered25:14 The pyramid of problem solving and where AI fits28:40 What's next for the students and the upcoming TCU Energy Symposium30:52 Nuclear energy gaining traction with SMRs and molten salt reactors34:02 The orphan well crisis and incentivizing proactive plugging37:28 Where to find Ryan and Nikkihttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Canisius Rozario left a multi-billion dollar company managing 300 people to become employee number 12 at Collide. The CTO role at a seed-stage startup came with anxiety, stress, and constant noise about every new AI tool dropping daily. But it also came with the opportunity to build something real in an industry that solves actual problems, where bad answers don't just cost money, they kill people. Chuck and Canisius break down what it actually takes to go from a ChatGPT wrapper to enterprise-grade AI infrastructure, why oil and gas professionals are more impressive than tech bros, and how they're building models trained specifically on petroleum engineering exams. The team went from six months to build a pilot to days, and they're just getting started.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 - How Jimmy's dad helped recruit the CTO03:25 - The recruiter pitch that almost missed the mark05:27 - Why a 2.5 hour Sunday call changed everything08:21 - Learning AI by building it in the hardest vertical11:27 - The most important hire Colin ever made13:09 - Recruiting AWS, Microsoft, and Candy Crush engineers17:03 - From miniature model to actual infrastructure19:15 - Why clients ask "what's your software stack?"21:14 - The upside-down map incident on day three24:02 - What startup anxiety actually feels like27:05 - Why shiny object syndrome kills execution29:07 - Six months to a month to weeks to days31:22 - Oil and gas people are the best on the planet35:25 - Controlling drill bits thousands of miles away37:33 - The rubber meets the road next three months40:15 - Building platforms clients can build on43:00 - Principal-to-principal sales versus employee sales47:13 - Team breakdown: the superstars running 100x faster51:20 - Jazz and the haunted Skirvin Hotel story53:32 - Training models on petroleum engineering exams55:36 - Zero critical vulnerabilities on penetration testinghttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Most companies talk about AI strategy but freeze when it's time to actually implement. Collin McLelland shares how one E&P CEO cut through the noise by focusing on small, tangible wins—like automating regulatory filings that saved 1200 engineering hours. The real insight? Stop chasing sexy AI projects and start with workflows that deliver immediate ROI. Once teams see quick wins, adoption spreads fast and sophistication builds naturally.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 - The AI strategy question every executive is asking00:45 - Why big companies struggle to start with AI01:39 - Start small: the $1M savings approach02:20 - Real example: automating regulatory filings saves 1200 hours02:39 - Why companies chase sexy AI projects instead of practical wins03:07 - How sophistication builds through successive applications03:58 - Reimagining workflows: focus on outputs, not processes04:58 - The foundation: get your data house in order first05:50 - Pattern recognition: where the real home runs happenhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Collide AI 2025 Wrapped Part 1 turns into a real talk on why forward deployed engineers win where AI pilots stall, with Michael Cortez, John, and Nick Smart swapping war stories from completions, geophysics, and the startup trenches while they map out how Collide Enterprise moves past basic chat tools into search plus workflows that actually hold up in the real world.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 Setup and intros 00:45 Michael’s path and joining Collide 01:59 Nick’s background and role shift 03:08 Collide Enterprise vs community 04:16 Search, RAG, and workflow evolution 06:31 Why out of the box AI falls short 08:41 Time savings and real work focus 11:39 Single source of truth vision 13:16 Small teams scaling bigger assets 17:18 AI adoption vs past tech hype 19:26 Digital transformation missing link 20:20 Why FDEs make pilots work 23:36 Biggest learnings this year 31:52 What’s next in 2026 38:57 Bold predictions for 3 to 5 years 47:37 Fine tuned models teaser and wraphttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcattershttps://app.collide.io/content/RprbJAD 

Collide basically did its own Spotify Wrapped and the punchline is simple: the community doubled, the conversations got more technical, and the team got way clearer on what Collide is now and where it’s headed. Crystal, Todd, Jacob, and Sydney walk through 2025 stats, why events evolved, how Energy 101 came back, what university partnerships unlocked, why Collider AI took a pause, and the platform upgrades and community goals lined up for 2026.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 Collide Wrapped setup 00:24 Why an energy specific platform works 01:29 LinkedIn fatigue and the Collide vision 02:55 Community calls and Power Hours 03:33 Member growth stats 04:26 2025 output highlights 05:04 Events evolved and ETN sunset 09:38 What members missed most 10:28 Energy 101 comeback 13:24 University partnerships 18:56 Student field trip recap 21:49 Talent pipeline and students 25:24 Collider AI update 29:31 Gamification and Dog House 33:02 Platform UX roadmap 33:48 2026 goals and favorite moments 42:02 Wrap and thankshttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Catching yourself rereading last year’s VC emails while you’re back in Silicon Valley is a pretty good way to realize how wild the last 12 months have been. Colin, Chuck, Canisius, and Todd break down how Collide AI is turning fast POCs into real production workflows, why change management is the actual moat, and how a stacked forward deployed team plus community driven distribution is setting up 2026 to be the year everything scales.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 Product market fit jokes and kickoff00:28 VC email flashback and velocity01:29 Forward deployed model and AI first mindset02:18 Sam Texas and AI coding shift04:04 What AI first actually means06:18 Not just podcast bros anymore07:00 AI breaks silos across the business08:21 Doglegs example and incentives09:57 Change management is the advantage10:18 Client story and regulatory filings win12:42 Selling outcomes not hype13:36 Building the FTE team and faster delivery16:24 AI strategy as workflow ROI first18:26 Grok as a thought partner and GPU cluster20:15 Shale revolution mindset parallel22:29 Recruiting, software DNA, and stacked team26:16 Content and community as a recruiting engine29:11 Distribution flywheel in the real world30:22 Team distribution vs product debate32:32 2026 is the scaling year34:02 Community platform finally clicking36:09 Building the community platform the hard way39:20 Scaling clients, POCs, and production41:09 Why mom and pops matter41:55 Energy demand tailwinds and macro impact44:44 One word answer for next year: scale45:20 POC to production cycle time focus47:12 Scaling tech, sales, and financing49:45 Moving at AI speed story50:14 Raising capital and building serious software52:56 Collide as the operator layer vision54:02 Gratitude and community over everythinghttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

H2S gets the Hollywood treatment, and let’s just say reality has some thoughts. The crew tears into how *Landman* portrays one of the oilfield’s most dangerous hazards, separating legit risks from TV-level exaggeration based on real-world experience. Along the way, the conversation veers into iconic Billy Bob Thornton one-liners, unhinged family drama, and the kind of business chaos that makes the show wildly entertaining, even when it stretches the truth. Equal parts industry reality check and group chat-style commentary, it’s honest, funny, and exactly how people who’ve actually been around the patch talk about this stuff.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. https://twitter.com/nimblephattyhttps://twitter.com/LandmanLifehttps://twitter.com/NewsFinOilhttps://twitter.com/Landmannery00:00 - Intro00:27 - H2S Safety06:32 - Maria Character Analysis06:42 - Ariana Character Insights10:22 - Allie Larter's New House Tour11:33 - Goldman Sachs & Morgan Stanley Loans17:35 - Matt & Warden Discuss Andy Garcia22:10 - The Snow Cone Scene Breakdown23:50 - Rebecca's Plane Ride Experience26:15 - Snakes Only Deal with Snakes Concept28:05 - Demi Moore at Monty's Grave31:10 - Final Thoughts on Episode34:00 - Weekend Wrap-Uphttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Chuck, Matt, Gates, and Boar got together to unpack “Landman” Season 2, Episode 2, and it turned into the perfect mix of oilfield therapy session and comedy hour, calling out the ridiculous drilling logic, roasting Cooper’s disastrous money moves, and laughing through the show’s dramatic family moments. They riff on everything from cartoon-level oilfield economics to cartel side hustles and legal chaos, plus one absolutely unhinged analogy comparing modern extraction to a Whataburger milkshake. And of course, the infamous “sins of the father” moment sparks plenty of debate. If you’re into oil and gas or just love watching a good TV meltdown get dissected by people who actually know the industry, this breakdown hits the spot.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. https://twitter.com/nimblephattyhttps://twitter.com/LandmanLifehttps://twitter.com/NewsFinOilhttps://twitter.com/Landmannery00:00 - Intro00:24 - Cooper's Character Analysis02:12 - Opening Montage Breakdown04:00 - Cooper’s Financial Situation Explained07:53 - Breakfast Burritos Scene Discussion08:41 - Man Camp Insights10:53 - Tommy vs The DJ Showdown13:18 - Demi Moore's Cameo14:01 - Rebecca's Role in the Episode19:58 - Cooper's Deal Unpacked27:50 - Best Relationship Advice from the Show29:10 - Episode Recap and Highlights29:48 - Final Thoughts on the Episode34:30 - Thanksgiving Reflections36:00 - Oil District Overviewhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Bill Arend from Microsoft and Canisius Rozario, CTO of Collide, talk through the messy reality of deploying AI in oil and gas—why most E&Ps have gone all-in on cloud, how data security actually works when you're not training models on customer data, and why multi-cloud strategies are dying out. They dig into deployment models across SMBs and enterprise NOCs, the build-versus-buy trap that keeps operators stuck, and why agents managing other agents might be the wildest thing happening in five years. Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 - Introductions and background2:45 - Cloud versus on-prem decision factors today6:12 - How Microsoft scales compute for AI workloads8:30 - Data security and customer data segregation13:18 - Deployment models across SMB and enterprise clients18:45 - Why Azure is positioned for energy sector AI24:02 - Why can't companies just use Copilot themselves28:16 - Data security risks with quantum computing31:40 - Multi-cloud strategies and resiliency concerns37:25 - Data ownership and extraction costs42:10 - Crystal ball question on agents managing agentshttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

John Argo, asset manager at Continental Resources, breaks down the groundbreaking LifesAIver initiative, a multi-company effort to use AI for preventing workover rig fatalities. He walks through how six operators and service companies pooled data to create AI tools that give crews personalized safety insights before they hit the rig. Argo also shares Continental's perspective on recovery factors, why the U.S. is getting less than 20% of known oil out of the ground, and how AI could unlock massive reserves everyone's leaving behind. Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 - John's background and path to Continental Resources5:12 - What sparked the LifesAIver safety initiative11:47 - How six competitors agreed to share data16:23 - The AI competition structure and selection process22:58 - What version one of the tool will actually do28:41 - Field crew feedback that surprised everyone31:15 - U.S. energy production versus 2003 predictions38:02 - Why recovery factors in oil and gas are so low44:36 - Open source collaboration versus competitive advantage51:18 - Harold Hamm's origin story at Continentalhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Aurian Norouzi from Kraken Oil & Gas walks through how they're using Collide to stop manually hunting through gas gathering agreements buried in file folders. He breaks down the acreage dedication problem, how they're automating stripper well applications to North Dakota, and why building third-party volume forecasts used to mean staring at maps and manually typing section-township-range data into Excel. Nick Smart from Collide explains how they iterated on chunk sizes and result limits to make the answers actually useful, and where GIS integration could let Kraken visualize dedication overlays without bugging their one GIS analyst.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 - Introductions and Aurian's background at Kraken2:15 - What the midstream contract search looked like before Collide5:40 - Sample questions on acreage dedications8:30 - User engagement and iteration process12:45 - Stripper well application automation workflow18:20 - Third party forecasting tool and mapping integrations24:35 - Using GIS files instead of manually parsing PDFs28:50 - How faster forecasts improve midstream negotiations31:40 - Visualizing dedication maps and contract overlays35:10 - Current search functionality and real use caseshttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Buck Crum from Winn Resources talks through how production ops runs lean and why that makes AI tools critical for smaller operators. He breaks down using Collide for well search to pull operational histories in seconds instead of burning a third of his day hunting through documents, and where he wants it to go next, diagnostic help, probing questions, and eventually a "Pumperbot" that pumpers can talk to in the field. Michael Cortez from Collide walks through the difference between finding information and actually using it, and why voice-to-text could capture the tribal knowledge that never makes it onto paper. Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 - Introductions and backgrounds2:30 - Production ops budgets versus drilling capex5:15 - How Buck uses well search at Winn Resources9:40 - Finding information versus using information12:20 - Diagnostic piece and technical library needs17:45 - AI as a thought partner suggesting next steps20:10 - Staying lean while acquiring more assets24:35 - How pumpers would interact with Collide in the field29:50 - Tribal knowledge and voice-to-text recording34:20 - Capturing facility-specific knowledge that never gets documentedhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Bobby Neelon and John Kalfayan from Collide break down the messy reality of getting data ready for RAG, why PDFs are dumpster fires for unstructured data, how extraction changes depending on whether you're dealing with drilling surveys or handwritten logs, and why chunking strategy matters more than people think. They walk through embeddings, vector databases, MCP servers for pulling external data without leaking internal info, and why good metadata and folder structure actually make AI deployments way easier. Plus the hard truth that AI isn't a silver bullet for bad data management and the crap-in-crap-out problem is getting worse because now it can hallucinate on top of the crap.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 - Introductions and RAG overview3:15 - Document identification and classification challenges8:40 - Extracting data from unstructured PDFs13:25 - Real world examples of messy data formats18:50 - OCR paired with vision models for extraction22:10 - Chunking strategies and when to use each26:35 - Embeddings and vector databases explained30:20 - MCP servers and external data integration35:45 - Getting data AI-ready with metadata and structure40:30 - Text-to-SQL approaches and database access44:15 - Handling duplicates and M&A data integration48:50 - How AI learns context over time53:40 - Why traditional data management matters more than everhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Todd Bush, COO of Collide, walks through real-world AI use cases beyond the hype—how operators are automating routine tasks like production alerts, capturing tribal knowledge before the crew change wipes it out, and optimizing capital deployment for equipment placement. He breaks down the regulatory filing workflow across Texas and North Dakota, why the non-op side is ripe for automation because teams run so lean, and how MCP servers let you query WellView and SCADA systems directly without building custom integrations. Plus the game plan for starting small on focused assets and expanding into five to ten use cases by Q1. Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 - Introduction and the MIT study fake news3:20 - Three legs of the stool for AI value7:45 - Routine tasks and tribal knowledge capture12:30 - Intelligent orchestration across departments16:40 - Regulatory filings and compliance workflows21:15 - Mapping integration and spatial data questions26:50 - Non-op agent and revenue statement automation31:40 - Start small and focus on specific outcomes34:20 - Emissions control and flaring permits discussionhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Demi Moore storms into *Landman* Season 2 like she owns the place, instantly shaking up the oil patch with a leadership style that’s equal parts steel and swagger. The tension snaps from the jump, boardrooms turning into battlegrounds, wildcatters taking big swings, and Cooper somehow leveling up in the most unexpected way. Tommy’s playing his own dangerous game, Sam Elliott shows up with that signature gravitas that makes every family moment hit harder, and the whole season moves with this “anything can happen” energy. It’s messy, bold, and addictive in the best way, with twists and dialogue sharp enough to cut through pipe.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. https://twitter.com/nimblephattyhttps://twitter.com/LandmanLifehttps://twitter.com/NewsFinOilhttps://twitter.com/LandmanneryCHAPTERS:00:00 - Intro00:40 - Demi Moore’s Speech08:02 - Cooper’s Well16:14 - TCU19:35 - Demi Moore Insights21:36 - Sam Elliott's Journey23:55 - Sam Elliott’s Sunset Reflection26:25 - The Last Scene Analysis31:04 - Closing Thoughts32:52 - Final Thoughtshttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

AI is shaking up oil and gas in all the best ways, and Todd Bush from Collide breaks it down like few can. He and Chuck dive into how automation is tackling tedious processes, think regulatory filings like W-10s and G-10s, and how AI is streamlining data extraction for mineral revenue statements. Todd shows off Collide’s enterprise AI system in action, revealing how it saves time, slashes costs, and helps operators make smarter, faster calls in the field. It’s a wild look at how machine learning is making oil and gas operations not just more efficient, but safer and a hell of a lot cooler.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 - Intro00:58 - How Todd and Chuck Met05:04 - Lessons from Selling AI Software09:42 - Selling Outcomes in AI14:05 - Automation of G10s and W10s17:00 - AI-Generated W10s Demo20:55 - No Human Involvement Required23:00 - Revenue Statement Extraction Demo27:25 - Where Does AI Stop?27:58 - Future of the AI Industry32:18 - AI as an Enhancement Tool32:50 - Automating Workflows for Strategic Time33:07 - Outrohttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Real-time frac data isn’t some future concept, it’s here, and it’s changing the way completions get done. Chuck Yates sat down with folks from ProFrac and Seismos to break down how AI, automation, and acoustic sensing are turning traditional fracking on its head. Matt Wilks and Panos Adamopoulos talk about ProPilot 2.0 and how closed-loop fracturing is giving operators instant feedback to fine-tune every stage. Then Larry Carroll and Steven Bourgoyne take it further, showing how machine learning and data-driven workflows are pushing completions toward adaptive, even autonomous, operations. From cutting costs to squeezing every drop of performance, this one’s a look at how the oilfield is starting to feel a lot more like sci-fi.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 0:00 Introduction and On-Site Experience0:43 Frac Automation Evolution: From ProPilot to Real-Time Adaptation2:07 Seismos Partnership: Real-Time Subsurface Data and Closed Loop Fracturing5:05 Cost Savings vs Well Performance: What Real-Time Data Enables7:10 Breaking Down Engineering Silos with Real-Time Collaboration10:06 Supervised vs Unsupervised Closed Loop: Control and Customization14:01 Role of AI in Frac Operations and Data Management16:11 Case Study: Equipment Optimization and Millions Saved18:26 Adaptive Systems: AI + Physics-Based Measurement in Action20:49 Human Expertise in an AI World: Replacing or Enhancing?23:16 How the ProFrac–Seismos Partnership Came Together25:32 Looking Ahead: Fully Autonomous Fields and Future Inventory29:35 Frac Performance Measurement: Defining Good vs Bad33:11 Customer Collaboration: Building Prescriptive Completions Together36:40 Isolating Variables: Why Controlled Change Matters40:13 Real-World Results: Cost and Performance Improvements42:31 Future Roadmap: More Intelligent, Automated, Efficient Fracs45:33 Refracs and Unlocking More Value from Existing Wells47:07 Overcoming Customer Risk Aversion to Innovation49:06 True Partnerships: EMPs and Service Companies Working Together51:24 Rethinking Tribal Knowledge: AI as a Force Multiplier53:48 Final Thoughts and Closing Remarkshttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

This episode is packed with big-picture energy talk and some seriously nerdy (but fun) data breakdowns. John Kalfayan from collide. and Chuck start with what’s really happening in oil and gas today before shifting into the challenges of putting AI to work in the field. From there, things get deep: contract dedications, what RAG actually means, how data chunking works, and the never-ending battle with duplicate info. We also weigh the costs of storage, querying, and running models, plus the tradeoffs between RAG and foundational models. If you’ve ever wondered about vector databases, data strategy, or just why we have a rant about sand, it’s all here. By the end, we hit on the human side too: education, privacy, and making sure the right people can access the right data.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 - Intro01:51 - Oil and Gas Industry Insights06:34 - AI Deployment Challenges09:12 - Contract Dedications Explained10:32 - Understanding RAG12:52 - What is RAG in Data Management13:43 - Data Chunking Techniques17:17 - Cost Considerations in Data18:03 - RAG vs Foundational Models19:21 - Vectorized Databases Overview23:47 - Managing Duplicate Data26:28 - Data Strategy Considerations28:24 - Sand Rant31:32 - Identifying Gaps in Data33:10 - The Cost of Storage33:56 - Effective Data Querying35:50 - AI Education and Awareness37:53 - Privacy Concerns with Language Models40:54 - Data Access and Availabilityhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

AI isn’t just a buzzword here, it’s reshaping how oil and gas gets work done. Collin McLelland breaks down what he’s building at collide, from tackling the nightmare of legacy systems to creating smarter, vertical AI tools that actually fit the industry. He and Chuck swap stories on why community and knowledge sharing matter as much as tech itself, how AI speeds up decisions and cleans up workflows, and what the future of jobs in energy might look like when machines and people work side by side. It’s equal parts practical advice, behind-the-scenes insight, and a good dose of Chuck’s trademark humor.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 - What is Collide02:28 - The Catalyst for Collide04:26 - What is RAG08:56 - Collide vs. Clyde AI12:40 - Community Over Everything14:55 - Colin’s Wall Spacing Story17:05 - Collide Community19:57 - Clyde AI Enterprise Software24:34 - AI in Oil and Gas Today28:20 - AI: Correlations vs. Causations30:28 - AI and Questioning Techniques32:40 - Value of AI: Search and Correlations35:10 - What AI Can Do for You Today35:55 - What’s Next for Canopy37:08 - Future of Work Insights41:40 - Extracting Tribal Knowledge46:14 - Market Size of AI in O&G49:25 - Chuck Got a Jobhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters

Cemvita is taking microbes and turning them into an entirely new playbook for energy and manufacturing. Chuck sat down with CEO Moji Karimi and BioWell’s Paul Palmer to talk about how biology, AI, and genomics are teaming up to replace petrochemicals with bio-based alternatives. We’re talking everything from sustainable aviation fuel to biofertilizers to underground biorefineries that sound like science fiction but are already in motion. Along the way, they unpack how biomanufacturing could clean up supply chains, cut waste, and unlock new energy sources, all while building a circular bioeconomy that makes sustainability actually scalable. If you’ve ever wondered what the future looks like when bugs beat barrels, this one’s for you.Click here to watch a video of this episode.Join the conversation shaping the future of energy.Collide is the community where oil & gas professionals connect, share insights, and solve real-world problems together. No noise. No fluff. Just the discussions that move our industry forward.Apply today at collide.ioClick here to view the episode transcript. 00:00 - Intro00:32 - What is Zymergen02:37 - Real World Examples of Biomanufacturing05:52 - AI in Biomanufacturing Acceleration08:44 - Economics of Biomanufacturing14:04 - Company Overview and Operations18:19 - Microbiology Benefits in Oil and Gas23:47 - Contacting Doug26:10 - Current Biomanufacturing Market Size28:53 - Biodegradable Product Innovations30:30 - Nature-Inspired Technologies33:14 - Environmental Impact of Biomanufacturing38:00 - Future Trends in Biomanufacturing39:31 - What's Next for You40:50 - Bipartisan Support for Biomanufacturing43:15 - Contact Informationhttps://twitter.com/collide_iohttps://www.tiktok.com/@collide.iohttps://www.facebook.com/collide.iohttps://www.instagram.com/collide.iohttps://www.youtube.com/@collide_iohttps://bsky.app/profile/digitalwildcatters.bsky.socialhttps://www.linkedin.com/company/collide-digital-wildcatters