
Nov 11, 2026 · 1h 3m
Durable software moats face their AI stress test
Characteristics Of The Top Performing Software Stocks Ever (Insulation From AI Disruption)
As AI reshapes how software is built and delivered, investors need to distinguish deeply embedded franchises from easily replaceable tools.
- 1Switching costs, systems of record, proprietary data, network effects, and reputation can make software businesses durable.
- 2Oracle, Autodesk, and Salesforce show how embedded workflows and customer dependence can protect companies through technological shifts.
- 3Monday.com illustrates how competitive, low-risk software may face pricing pressure and internal alternatives as AI improves.
Don't miss
The comparison between Oracle, Autodesk, Salesforce, and Monday.com turns abstract software moats into a practical test of durability and vulnerability.
The brief
Ryan Henderson and Brett Schaefer trace software from on-premise licenses to cloud and AI models, asking which businesses can preserve value as technology changes.
Their framework centers on four defenses: network effects, physical components, proprietary data or systems of record, and liability or reputational advantages.
Oracle’s databases and Autodesk’s standardized files show how deeply embedded workflows can make replacement costly, even when a company falls behind in a new platform shift.
Salesforce combines customer data, CRM centrality, acquisitions, and bundling, but its AI transition tests whether a cloud pioneer can extend its moat.
Monday.com provides the counterexample: project management may be useful yet structurally exposed when customers can switch, negotiate prices, or build alternatives.
What was said on this episode
37 statements · 20 positive · 11 negative · 6 neutral
Software businesses generally have high fixed costs and near-zero replication costs.
“a software business, I guess is kind of implied in the name, but it's a company that focuses on producing, buying, licensing, or selling intangible software products or related services. Generally, these businesses have high fixed costs.”
Listen at 2:43
Software products generally have near-zero variable costs to replicate and distribute.
“near zero variable costs to replicate and distribute the product”
Listen at 3:02
Enterprise software is more relationship-driven than many people realize.
“it is more of a relationship business than I think people realize”
Listen at 8:30
Enterprise buyers tend to choose salespeople with whom they built relationships.
“You're probably going to go with the person who you've built a relationship with.”
Listen at 10:29
Sales expenses generally represent 10%–15% of software revenue.
“the sales line, which is what generally 10% to 15% of revenue”
Listen at 11:05
Software companies can build durable franchises by creating substantial customer value.
“you can build a durable franchise”
Listen at 13:43
AI is making software easier to replicate and price-undercut.
“it is getting much easier to replicate the software itself”
Listen at 14:11
Switching costs are the most important source of software-business durability.
“the key for durability, above all else, is to create switching costs”
Listen at 14:38
Microsoft can raise Office prices steadily because switching costs limit customer churn.
“Microsoft can therefore keep customers around and steadily raise prices without risking too much churn”
Listen at 15:50
Microsoft 365 is approximately a $100 billion business.
“So it's $100 billion business today”
Listen at 16:21
Adobe’s competitive moat is gradually weakening under AI competition.
“Its moat seems to be slowly chipped away at and is having trouble defending its position”
Listen at 17:55
Large engineering-software and database customers face high switching difficulty.
“it is much more difficult for these large companies to switch to a competitor”
Listen at 18:22
Network effects, physical components, proprietary data, and liability shielding reduce AI disruption risk.
“there are sort of four characteristics that makes a software company immune or less likely to be disrupted by AI or AI-driven competitors”
Listen at 20:11
AI can replicate Instagram’s interface but cannot quickly reproduce its user network.
“You can probably, in a week or two, design the front end of Instagram. pretty easily with AI. But you can't get 3 billion users really easily with AI.”
Listen at 20:32
AI cannot currently build and deploy Toast’s physical restaurant hardware overnight.
“AI is not going to be able to build, I mean, at least not right now, spill resistant tablets and install them at thousands of bars and thousands of restaurants overnight”
Listen at 21:23
Long-term Salesforce customers accumulate substantial platform data and switching costs.
“people that have had Salesforce for 20 years have amassed just tons of data on the platform”
Listen at 22:25
Moody’s and S&P benefit from industry-standard status and reputational reliance.
“they, you know, you got to rely on them because, Everyone else relies on them. It's kind of the industry standard.”
Listen at 23:58
Oracle revenue increased tenfold from 1990 to approximately 2000.
“in 1990, Oracle's revenue was $1 billion. But by 2000 or so, it was $10 billion. So 10x in a decade”
Listen at 27:40
Oracle’s revenues remained relatively durable despite its delayed cloud transition.
“Despite this, revenues have been fairly durable.”
Listen at 29:49
Replacing an enterprise database is extremely difficult because operational failure is costly.
“it's incredibly difficult to rip out your database solution and switch to a competitor”
Listen at 30:21
Amazon took approximately 15 years to move away from Oracle.
“If Amazon, who is the disruptor to Oracle in theory, takes 15 years to get off Oracle”
Listen at 31:17
Autodesk is the industry leader in 3D design, engineering, and entertainment software.
“Autodesk is the industry leader in 3D design, engineering, and entertainment software”
Listen at 32:48
Autodesk’s cloud transition increased operating margins from the mid-teens to the high twenties.
“the cloud transition has really helped the business. They basically went from around mid-teens operating margins to today, high 20s.”
Listen at 34:46
Autodesk is relatively immune to AI disruption.
“I think the answer for Autodesk is yes, in short.”
Listen at 36:11
Autodesk is unlikely to be threatened by AI because switching systems is costly.
“I don't think they're going to be threatened by AI in that regard.”
Listen at 39:45
Salesforce stock generated nearly 100-fold returns since 2004.
“the stock has produced close to 100 bag of returns since 2004”
Listen at 42:28
Salesforce switching costs increase as salespeople use the platform longer.
“there are high switching costs the longer a salesperson uses the Salesforce platform”
Listen at 44:22
Salesforce will need to adapt to artificial intelligence.
“they're going to have to adopt to AI”
Listen at 46:50
Slack will eventually become larger than Salesforce’s core product.
“Slack at some point will be bigger than Salesforce, the product.”
Listen at 48:43
Monday.com lacks the main characteristics that protect software companies from AI disruption.
“I don't think they really possess any characteristics from the ones I discussed.”
Listen at 53:36
Task-management software is low-risk enough for companies to tolerate imperfect internal alternatives.
“for task management, that kind of software is really low risk”
Listen at 54:17
Monday.com may lose pricing power as customers build internal alternatives.
“they're probably not going to be able to raise prices”
Listen at 54:44
A struggling software company can grow revenue more slowly and at higher cost.
“revenue can still grow, but it's going to be costlier to do it. It's going to be slower growth.”
Listen at 55:16
Monday.com will face pricing pressure from low-risk internal alternatives.
“there's got to be pricing pressure”
Listen at 57:17
Ryan Henderson is skeptical about Wix’s future prospects.
“I'm skeptical about Wix's future.”
Listen at 59:32
Claude has built an editor interface that poses a real challenge to Wix.
“Claude, for example, has built a pretty good editor interface with it. So it's like a real challenger to Wix.”
Listen at 1:00:02
Axon has a substantial physical component, with roughly half its revenue from tasers.
“Axon, physical component, a huge physical component. Half their revenue comes from selling literal tasers.”
Listen at 1:00:39
Statements are attributed to the speaker as said on the episode and reflect their view at the time, not PodLume's. They are not advice.
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