Apr 19, 2024 · 47m · sourcery
Embracing American Dynamism to Upgrade Manufacturing Production With Oden CEO Willem Sundblad · Sourcery with Molly O'Shea
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gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions
In this episode of Sourcery, host Molly O'Shea interviews Willem Sundblad, co-founder and CEO of Oden Technologies, about using process AI to solve manufacturing labor shortages, optimize real-time factory operations, and modernize industrial production. Sundblad breaks down Oden's $28.5 million Series B round, their brownfield software strategy, and how real-time operational insights empower factory floor workers.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Molly holds 15.9% of the talking time here. How this is scored →
Molly as informed peer 3.6 Guest teaching 4.2 Guest disagreement 0.2 Molly pushing back 0.0
speaking balance: gold is Molly, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 18:54 Rejecting the long manufacturing sales cycle narrative
Willem directly challenges the common premise that industrial sales cycles must be long, arguing that long cycles simply mean companies are kidding themselves on non-prioritized deals.
Hardest push from Molly ▶ 9:24 Pressing on operator turnover claimMolly halts Willem's broad statements on workforce challenges to specifically demand what he means by crazy turnover.
Biggest teaching moment ▶ 16:20 Process AI scatterplot variance explanationWillem thoroughly breaks down how predictive quality models move operational variance from wide scatterplots into tight, repeatable optimal production envelopes.
Molly holds their own ▶ 33:12 Framing American Dynamism and macro AI convergenceMolly synthesizes the broader venture landscape by citing Katherine Boyle's American Dynamism concept, reshoring trends, and AI adoption to contextualize Oden's ten-year journey.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | Molly as informed peer | Guest teaching | Guest disagreement | Molly pushing back | Why |
|---|---|---|---|---|---|---|
| Breakdown of Oden's $28.5M Series B Round | 3 | 2 | 0 | 0 | Molly opens with standard venture capital round breakdown questions about investor syndicates and round structure. Willem explains the Swedish lead investor Nordstjernan (Northstar) and debt/equity composition. | |
| Willem Sundblad's Background and Vision for Industrial Software | 3 | 4 | 0 | 0 | Molly prompts Willem on his origin story and motivation for tackling industrial efficiency. Willem delivers a deep monologue on growing up around pulp/paper mills in Sweden and formulating production mathematical functions. | |
| Target Manufacturing Verticals and Empowering Operators | 3 | 5 | 1 | 0 | Willem educates the host on the distinction between discrete and continuous batch manufacturing. He reframes the conventional idea of adding science by arguing operators should instead be empowered as artists. | |
| The Manufacturing Labor Crisis and Operator Day-to-Day Roles | 3 | 6 | 0 | 0 | Molly asks for clarification on factory turnover and daily operator routines. Willem provides an extensive operational breakdown of machine coordination, temperature tolerances, and line speed variations. | |
| Deep Dive into Process AI and Real-Time Feedback Loops | 3 | 6 | 0 | 0 | Molly asks how Process AI works technically and was validated. Willem explains predictive quality closed-loop feedback and how machine learning narrows operational variance on cost vs. throughput scatterplots. | |
| Sales Strategy and Building Trust in Legacy Industries | 4 | 4 | 1 | 0 | Molly touches on the difficulty of selling into legacy industrial businesses. Willem gently counters conventional VC sales wisdom, arguing that industrial sales cycles are short if the problem is urgent and explainable. | |
| Ideal Plant Architectures and Brownfield Retrofitting vs. Greenfield | 5 | 5 | 0 | 0 | Molly brings up previous guests like Varda and Hadrian to compare full-stack greenfield setups against brownfield retrofitting. Willem explains how Oden targets multi-machine enterprise brownfield plants with existing OT/ERP stacks. | |
| Market Sizing and International Expansion Roadmap | 3 | 4 | 0 | 0 | Molly inquires about addressable market sizing in the US versus international expansion. Willem cites exact statistics across 16,000 plastics factories and outlines enterprise account targeting. | |
| The Macro Shift: American Dynamism and Executive Adoption | 5 | 3 | 0 | 0 | Molly provides a detailed analysis citing Katherine Boyle's American Dynamism framework and macro reshoring tailwinds. Willem agrees, recounting early German trade show skepticism about cloud software compared to modern adoption. | |
| Series B Capital Allocation: Scaling AI and Domain Knowledge | 4 | 5 | 0 | 0 | Molly asks how Series B capital will be deployed across product development. Willem details automated data enrichment, ML time-series alignment, and building domain-specific semantic search models. | |
| Future Outlook and Oden's Factory-Floor Culture | 4 | 2 | 0 | 0 | Molly quotes Chris Power of Hadrian regarding the tactile satisfaction of factory work. Willem shares Oden's internal culture of gifting steel-toed boots to all employees for regular customer factory visits. |
Statements from this episode (12)
Sundblad: Oden Technologies raises $28.5M round of equity, debt, and notes
“The total round is 28 and a half million. But that includes part debt facility, a little bit of convertible note but the biggest portion is newly issued equity.”
Sundblad: Efficient production enables localized manufacturing instead of global offshoring
“And if we can make it efficiently, we can make it close to where it should be consumed and we shouldn't just be shipping it off to wherever it's cheapest in the world.”
Sundblad: Pitching AI as operator craftsmanship works better than selling science
“I used to always say that we are trying to add science to it, but I've come to the realization that it's way more effective to say that we want to make it easier to become artists for these operators, because they are really amazing, and they've got so much do…”
Sundblad: Factory operator training takes three months with 50% completion rate
“Oftentimes like a ramp period for a new operator is at least three months. And they very often have like a 50% success rate of that training program in that 50% even end up starting the job in the first place.”
Sundblad: Many manufacturing plants face 70% factory floor turnover
“A lot of them have 70%, you know, year over year turnover on the factory floor, or at least 70% if you look at it on a 24 month cycle.”
Sundblad: Vertical focus standardizes industrial software integrations versus broad manufacturing approaches
“And also by being vertically focused on a couple of key verticals, you end up with a lot more standardization on like the technology that we're integrating with. So like, if you go after paper as one industry, they tend to look very similar and they tend to ha…”
Sundblad: US plastics industry has approximately 16,000 factories
“So you'd have about 16,000 factories in the U.S. In the plastics industry alone. Out of those, and Europe is about the same, Asia is about the size of U.S. And Europe combined.”
Sundblad: 60% of US plastics factories are small businesses
“Out of those 16,000 factories, about 60% of them are SMBs. And so the ones we're targeting fit into the, like, 40% category, because the majority of factories in the US as a whole are mom and pop small, small businesses.”
Sundblad: Manufacturers lose labor primarily to logistics warehouses like Amazon
“I think the biggest problem for manufacturers when it comes to labor is that people are leaving the manufacturing industry as a whole. They might be going to work at an Amazon warehouse instead of in operations.”
Sundblad: Manufacturers deploy software during economic downturns, not production boom periods
“When they're so production constrained that all they need to do is make as much as possible. They don't have time to take meetings. They don't have time to do deployments and they know that it's cyclical themselves. So in downturns, they try to like, okay, wel…”
Sundblad: Oden relocated to US in 2015 due to European cloud resistance
“And then we went to a trade show in Germany and I'm probably going to make a lot of Germans angry now, but that's fine. But this was in like, 2014, 15. And we told them, you know, them what we're going to do. And they just shook their head and said, like, you'…”
Sundblad: Oden grew 3x from 2022 to 2024 with flat headcount
“From summer of 2022 until we closed the round early in Q one, we had well over three X growth while, you know, having burn rate to the point where it was going to go away completely increased margin and essentially not adding to the team.”