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.
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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 thanks
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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.
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00:00 Product market fit jokes and kickoff
00:28 VC email flashback and velocity
01:29 Forward deployed model and AI first mindset
02:18 Sam Texas and AI coding shift
04:04 What AI first actually means
06:18 Not just podcast bros anymore
07:00 AI breaks silos across the business
08:21 Doglegs example and incentives
09:57 Change management is the advantage
10:18 Client story and regulatory filings win
12:42 Selling outcomes not hype
13:36 Building the FTE team and faster delivery
16:24 AI strategy as workflow ROI first
18:26 Grok as a thought partner and GPU cluster
20:15 Shale revolution mindset parallel
22:29 Recruiting, software DNA, and stacked team
26:16 Content and community as a recruiting engine
29:11 Distribution flywheel in the real world
30:22 Team distribution vs product debate
32:32 2026 is the scaling year
34:02 Community platform finally clicking
36:09 Building the community platform the hard way
39:20 Scaling clients, POCs, and production
41:09 Why mom and pops matter
41:55 Energy demand tailwinds and macro impact
44:44 One word answer for next year: scale
45:20 POC to production cycle time focus
47:12 Scaling tech, sales, and financing
49:45 Moving at AI speed story
50:14 Raising capital and building serious software
52:56 Collide as the operator layer vision
54:02 Gratitude and community over everything
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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.
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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 wrap
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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.
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00:00 - Intro
00:27 - H2S Safety
06:32 - Maria Character Analysis
06:42 - Ariana Character Insights
10:22 - Allie Larter's New House Tour
11:33 - Goldman Sachs & Morgan Stanley Loans
17:35 - Matt & Warden Discuss Andy Garcia
22:10 - The Snow Cone Scene Breakdown
23:50 - Rebecca's Plane Ride Experience
26:15 - Snakes Only Deal with Snakes Concept
28:05 - Demi Moore at Monty's Grave
31:10 - Final Thoughts on Episode
34:00 - Weekend Wrap-Up
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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.
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00:00 - Intro
00:24 - Cooper's Character Analysis
02:12 - Opening Montage Breakdown
04:00 - Cooper’s Financial Situation Explained
07:53 - Breakfast Burritos Scene Discussion
08:41 - Man Camp Insights
10:53 - Tommy vs The DJ Showdown
13:18 - Demi Moore's Cameo
14:01 - Rebecca's Role in the Episode
19:58 - Cooper's Deal Unpacked
27:50 - Best Relationship Advice from the Show
29:10 - Episode Recap and Highlights
29:48 - Final Thoughts on the Episode
34:30 - Thanksgiving Reflections
36:00 - Oil District Overview
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Canisius and Bill dug into the whole on-prem vs cloud debate through the lens of AI, pointing out that massive compute needs and generative models pretty much force serious work into the cloud, with most operators moving to a hybrid setup rather than pure on-prem or multi-cloud. They spent a lot of time on trust, encryption, and data ownership, stressing that customer data stays isolated, is not used to train models unless you opt in, and that Microsoft’s job is to be the secure, scalable platform while companies like Collide handle the oil and gas specific workflows and “last mile” value. They also hit on why “we already have Azure and Copilot” is not the same as having a purpose-built solution, why a single-cloud plus good governance usually beats juggling multiple hyperscalers, and closed with a look ahead to a world where agents manage other agents and AI is wired into everyday work across legal, operations, and the field.
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John and Bobby broke down how RAG actually works and why the real battle isn’t the LLM, it’s the chaos sitting in PDFs, Excel files, post-job reports, random folder structures, and handwritten scans. They showed how extraction, chunking, and embeddings fall apart when data is messy, and why clean structure, good metadata, and consistent organization matter way more than people want to admit. They also hit on how tools like MCP and text-to-SQL let AI pull from WellView, production systems, and databases in one place, instead of everyone living in 20 different apps. The takeaway was simple: AI gets powerful fast when the data is ready, but if the inputs are junk, you’ll just get faster junk back.
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Continental Resources’ John Argo sat down with us to talk about how AI can materially improve safety and performance in the oilfield, starting with the Lifesaver Initiative, a collaboration between multiple operators and workover companies to use AI and shared incident data to surface well- and job-specific risks before crews ever step on location. Drawing on his own path from first-generation oilfield kid to leading Continental’s Williston Basin, John connected the dots between the shale revolution (where U.S. production wildly outperformed every forecast), our still-low recovery factors (often under 20%), and the massive upside in using AI to capture tribal knowledge, diagnose problems faster, and turn scattered data into actionable frontline insight. He closed by tying it back to the culture that built Continental in the first place, embodied by Harold Hamm mapping wells at night from library logs and made the case that AI is the next big lever for the same mindset: more energy, safer operations, and better use of the resources we already have.
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Aurian Norouzi from Kraken Oil and Nick Smart from Collide break down how Kraken is using AI to replace some of the most time-draining midstream and commercial workflows, from digging through gas contracts to analyzing acreage dedications. They walk through real examples like automating North Dakota stripper-well filings, speeding up third-party forecasting with GIS data, and mapping contract dedications directly in Collide. A quick look at how AI is cutting manual work, reducing friction, and helping teams move way faster.
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Michael and Buck broke down how well search and automated regulatory workflows are already helping small, lean production teams move faster. Instead of digging through PDFs, Buck can pull a full well history in seconds, and he sees the next big win as using AI for diagnostics, spotting trends, suggesting likely issues, and helping pumpers focus on what actually matters. They also talked about the huge amount of tribal knowledge stuck in people’s heads and how tools like transcripts and voice-to-text can finally capture it so newer hands aren’t starting from scratch.
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Todd broke down how we’re actually getting real ROI out of AI instead of chasing buzzwords, starting with the simple idea that domain expertise and clear value beats any hype cycle. He walked through the three places AI moves the needle G&A, capital, and risk and safety showing how agents can take over the daily grind like SCADA alert triage, revenue statements, AFEs, regulatory filings, and even capturing tribal knowledge before it walks out the door. He explained how Collide sits above systems like Quorum, WellView, SCADA, and accounting so teams can query everything in one place and see how a single well status change ripples across leases, contracts, and compliance. Regulatory use cases are exploding W-10s, injectors, flaring permits, methane reporting and mapping is becoming a key layer using tools like Mapbox. On the non-op side, the team is already extracting revenue statements and AFEs, pushing data into Aries and accounting, and setting up real ROI analysis for OBO partners. The takeaway start small, prove the value, then expand into a stack of agents that quietly take on the busywork so teams can focus on decisions that matter.
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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.
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CHAPTERS:
00:00 - Intro
00:40 - Demi Moore’s Speech
08:02 - Cooper’s Well
16:14 - TCU
19:35 - Demi Moore Insights
21:36 - Sam Elliott's Journey
23:55 - Sam Elliott’s Sunset Reflection
26:25 - The Last Scene Analysis
31:04 - Closing Thoughts
32:52 - Final Thoughts
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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.
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00:00 - Intro
00:58 - How Todd and Chuck Met
05:04 - Lessons from Selling AI Software
09:42 - Selling Outcomes in AI
14:05 - Automation of G10s and W10s
17:00 - AI-Generated W10s Demo
20:55 - No Human Involvement Required
23:00 - Revenue Statement Extraction Demo
27:25 - Where Does AI Stop?
27:58 - Future of the AI Industry
32:18 - AI as an Enhancement Tool
32:50 - Automating Workflows for Strategic Time
33:07 - Outro
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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.
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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.
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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.
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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.
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Why can’t the energy industry simply ‘Drill Baby Drill’ anymore? Chuck Yates and guest Roe Patterson, Managing Partner at Marauder Capital, break it all down in this insightful episode of the Chuck Yates Needs A Job Podcast. From falling rig counts and oil market challenges to the impact of government policies and the evolving role of natural gas, they explore why the industry is shifting gears. Roe shares invaluable insights into production constraints, technological advancements like AI, and the critical importance of balancing energy independence with global demand. Packed with humor, personal stories, and hard-hitting industry truths, this episode is a must-watch for anyone interested in the future of energy. Don’t miss this candid conversation about what it takes to navigate the complexities of today’s energy landscape.
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Office flings, awkward disclosures, and dating policies gone sideways, Janell Zeug, Founder & CEO of P3 HR Solutions, unpacks the real stories that made HR sweat, including the infamous Coldplay incident. This episode is full of the kind of workplace drama that forces companies to rewrite the handbook, plus a look at how AI is creeping into HR decisions (for better or worse). We get into how different generations clash (and connect) at work, and what it actually takes to build a team that’s engaged, ethical, and not secretly dating in the breakroom.
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Nuclear is back, baby! But there’s a catch: the world is hungry for uranium, and we're running short. Turns out, countries like China, India, and Saudi Arabia aren’t waiting around—they’re ramping up reactors faster than you can say "energy crisis." Small Modular Reactors (think mini but mighty) could totally flip the script on how we power cities, AI data centers, and your neighborhood coffee shop. Our guest knows the ins and outs of uranium investments, the weird logistics of mining, and why nuclear might just be the unsung hero of clean energy, controversial, sure, but impossible to ignore.
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