AI and Software
AI vs software (SaaS disruption)
AI's threat or boost to software companies, seat-based pricing
- Episodes
- 77
- Share
- 7.5%
- Shows
- 68
- Net sentiment
- −0.19
Down from 8.0% of episodes in the weeks before; net sentiment was −0.08.
Bullish 9Mixed 37Neutral 9Bearish 22
4 weeks
Share of each week's episodes, and net sentiment.
0%5%
Sep 21Sep 28Oct 5Oct 12
Net sentiment
−10+1
Sep 21Sep 28Oct 5Oct 12
The episodes behind it
Why each one was bullish, bearish or in between. Most time on the theme first.
Bullish 9
- A double upgrade for Salesforce argues AI disruption fears for software are overdone.CNBC Investing Club: Cramer’s Morning Take on Goldman Sachs 10/12/26 · Squawk on the Street · Oct 12
- Agentic AI tools like Cyan Growth are presented as expanding advisor capacity and turning data into action.Frictionless, Not Effortless: The Future of Advisor Growth · If You Could with Matt & Taryn · Oct 14
- Sees embedded intelligence expanding what software can do, making it a boost rather than a threat to software.“95% Einstein, 5% Mr. Bean”: Jev’s Creator on Why AI Can’t Automate Anything Reliably (Diogo Almeida) · The MAD Podcast · Oct 15
- Asana positions its work-management platform as the system where humans and AI agents coordinate, expanding its role.Why Chatbots Are the Wrong Interface for Work | Arnab Bose · MTS · Oct 15
- Microsoft's model-agnostic, bundled Copilot strategy is being rewarded by investors.Deirdre Bosa: The AI Model Race Is Over. It’s a Product War Now · RiskReversal Pod · Oct 14
- Salesforce's new AI architecture and Agentforce layers are presented as a platform upgrade for customers.How Salesforce and Altimetrik Are Bringing AI Agents to Regulated Industries · The Ravit Show · Oct 13
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- Enterprise software rebounding as AI integration proves they are not obsolete.Mad Money w/ Jim Cramer 10/14/26 · Mad Money w/ Jim Cramer · Oct 14
- Hosts see Anthropic as able to capture revenue from SaaS firms as AI displaces software.Who's Still Paying for Claude? Claude Max 20x vs The X Subscription (Cursor, Grok Bot) | Will the Anthropic IPO End the $200 Plan? | Meta's Muse Wonder & Gemini 4 Argon | The Tech Tier List | EP35 · God Mode Podcast: AI News, Vibe Coding, Indie Hacking & Startups · Oct 16
- Integrated software firms with data and workflows should win long term, though margins and seat pricing are in transition.We Analyzed 6 AI Sectors - Only 3 Look Like HUGE Opportunities · Milk Road Stocks · Oct 13
Bearish 22
- Hosts argue AI threatens seat-based SaaS pricing and software moats, presenting major downside risk.Dialogue. Will AI Destroy the Software Business Model? · The Synopsis · Oct 13
- Hosts see consumer AI agents as a possible threat to legacy internet business models, though they doubt most disruption will materialize.Winners & Losers in the AI Agent Economy (ABNB, GOOGL, PGR, BKNG, & more) · Chit Chat Stocks · Oct 14
- AI agents may let customers insource software, threatening entrenched B2B vendors like ActiveOps.2513: 2 P's on a Pod: Small Cap Investing with Paul Hill & Paul Scott · The Vox Markets Podcast · Oct 16
- Agents beating native Salesforce and steering buyers away from incumbents threatens seat-based SaaS vendors.SaaStr 882: Claudeforce vs. Replit vs. Lovable. Who wins? (The Agents #016) · The Official SaaStr Podcast: SaaS | Founders | Investors · Oct 16
- AI raises doubts about software terminal values and seat-based renewals, shrinking long-term assumptions for incumbents.AI Shortens The Moat with Todd Wenning, President and CIO of KNA Capital Management · Planet MicroCap Podcast | MicroCap Investing Strategies · Oct 18
- AI can now replicate commercial software quickly, threatening SaaS vendors whose value rests on features rather than trust and data.336 | “Software Is Over” - 1 guy rebuilt Adobe and Office in 2 weeks 🤯 , A spy hid a mic in toilet paper at OpenAI, 2 New Frontier Models Released, and more important AI news for the week ending October 16, 2026 · Leveraging AI · Oct 17
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- Decompiled cleanroom rebuilds and headless agents threaten software IP and seat-based SaaS value.How the Latest AI Leap Is Disrupting Business Models · The AI Daily Brief: Artificial Intelligence News and Analysis · Oct 15
- AI-native platforms could replace traditional SaaS suites with assistants that act across integrated enterprise data.A Cloud Nobody Owns: Sovereign Infrastructure for the Agent Era with Dominic Williams · The Enterprise AI Show · Oct 12
- Frontier LLMs can absorb company insights, letting competitors replicate years of proprietary knowledge.Private AI · Web3 in Travel · Oct 12
- Software companies without moats are being sold off as AI coding and agents erode their advantages.Top Quant: Stocks to BUY before the AI bubble POPS · Full Signal · Oct 15
- PE-owned software portfolios face AI-driven valuation compression and pressure to adapt.Google’s Gemini 4 Targets Professional Work, OpenAI Races to Fix Model Safety Issues · The Information's TITV · Oct 14
- Software loans are trading through debt values as AI threatens terminal values of SaaS businesses.Ep 233: Raghav Khana - Navigating the Squeeze: Oaktree on Private Credit, Collapse Risks, and Market Cockroaches · Inside the Rope with David Clark · Oct 12
- AI agents may make standalone apps less necessary, pressuring app-based software businesses.If there's a 10% Chance AI kills us all, why are we SPEEDING UP? · Vibes & Benchmarks · Oct 16
- OpenAI Spaces as a Google Drive competitor threatens Google's workspace business and cloud storage incumbents.BONUS: LIVE: Everything that Happened in AI This Week · The Neuron: AI Explained · Oct 16
- Cheap code generation may reduce reliance on buying software, pressuring traditional SaaS vendors.Vercel CEO Guillermo Rauch on Building the Internet for Agents · Sourcery · Oct 16
- Speaker argues AI lets businesses build cheap alternatives to paid SaaS, pressuring software companies.Stop Doing the Work. Start Directing the AI - Solomon Thimothy · A Beginner's Guide to AI · Oct 13
- Software companies face commoditization from frontier labs, so their multiples are misplaced versus scarce hardware.Lonis Hamaili: Launching an AI Supply Chain Hedge Fund · Value Hive Podcast · Oct 16
- Smaller SaaS companies face a worse environment; only firms with massive scale are safe.20VC: The Pro-Rata Battle: Valar Atomics Sues Day One Ventures | Meta Returns to the AI Frontier With Muse Wonder | NVIDIA Eyes $30B Reflection Deal & Jev Raises $870M at a $7.5B Valuation · The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch · Oct 15
- Open-source AI reverse-engineering tools threaten software vendors' pricing and copy-protection.DHUnplugged #821: Gold Standard Ahead · DHUnplugged Podcast · Oct 14
- Cheap AI replication of software undermines traditional software and binary-distribution business models.Project Synapse: The Death of Capitalism/The Rise of the Agents · Hashtag Trending · Oct 17
- Smaller SaaS companies still face a severe downturn as buyers avoid software and scale matters most.20VC: The Pro-Rata Battle: Valar Atomics Sues Day One Ventures | Meta Returns to the AI Frontier With Muse Wonder | NVIDIA Eyes $30B Reflection Deal & Jev Raises $870M at a $7.5B Valuation · 20VC · Oct 15
- AI coding and agents could disrupt traditional software and digital advertising businesses.11AM Hour: Bank Earnings on Deck, Early Facebook Investor Roger McNamee & AI vs. Humans in Health Care 10/12/26 · Squawk on the Street · Oct 12
Mixed 37
- Workday is rebuilding around agents to stay relevant, but faces pressure from AI-native and mid-market rivals.Workday: Agent Strategy, Sana as Core, Usage-based Pricing, and Our Partnership · The Josh Bersin Company · Oct 14
- Crager sees AI enabling a universal data layer that advisors can use, but worries about AI replacing advisors.From Envestnet to Field: Bill Crager on Data, AI and the Future of Advice · The Tony Sirianni Podcast · Oct 16
- ServiceNow's governance install base is a strong moat, but full runtime coverage is unproven across heterogeneous estates.ServiceNow AI Control Tower: Selling a Penthouse While Building the Frame · Breaking Analysis with Dave Vellante · Oct 16
- Systems of record like CRM are ripe for disruption, but incumbents must adapt their architectures.Why the Linear Sales Pipeline Is Dead | Nicolas Sharp · MTS · Oct 15
- Software is shifting from human-driven tools toward agent infrastructure, with tool-only software seen as hard to defend.Nicolas Sharp, Founder & CEO of Attio: BREAKING: Attio powers 1.6 billion API calls a month · Scaling Europe · Oct 14
- AI lets new entrants challenge point solutions and legacy wealthtech, though the all-in-one model is hard to execute.The 80% Problem: How AI Is Reclaiming the Advisor’s Week with Mark Swan of Nevis Wealth · WealthTech Today · Oct 14
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- Enterprises are confused about AI pricing and value, creating a gap between vendor vision and adoption.Why Enterprises Are Struggling With AI: HFS Research and Altimetrik Explain What’s Missing · The Ravit Show · Oct 12
- Agents may replace some interfaces, but design and experience remain key differentiators for enterprise software.20VC: Atlassian CEO on Why Agents Won't Replace Interfaces | Why Enterprises Won't Trust Chinese Models | Why The Jury Is Still Out On The Benefits of Specialised Models with Mike Cannon-Brookes · The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch · Oct 12
- Superhuman's acquisitions and assistive AI suite position it to benefit from AI-driven productivity software.Flying Cars, OpenAI Spies, Why AI Isn’t Sticking (Superhuman CEO) · This Week in Startups · Oct 17
- Software winners and losers emerging, with agentic pricing shifting value; disruption risk remains for weaker firms.Closing Bell 10/13/26 · Closing Bell · Oct 13
- AI-driven vulnerability discovery threatens open source security while also validating enterprise open source models.Mind Your Money - As AI scales, who is responsible for keeping it secure? · CNA938 Rewind · Oct 16
- Metered per-transaction agent purchasing could pressure seat-based subscription software models while creating new usage revenue.When AI Agents get money · The Macro AI Podcast · Oct 16
- Framed as evolution for users but a disruption for content publishers losing clicks to AI answers.How Google prototypes and ships at scale — Soufi Esmaeilzadeh (Google Search) · The Product Experience: a Mind the Product podcast · Oct 14
- Application-layer AI companies may win with domain expertise and data, while generic SaaS faces disruption.Oren Zeev on why to stay small and solo, and the nature of AI investing today. · Venture Unlocked: The playbook for venture capital managers · Oct 14
- Atlassian argues design and experience keep software valuable despite agents and LLM-built alternatives.20VC: Atlassian CEO on Why Agents Won't Replace Interfaces | Why Enterprises Won't Trust Chinese Models | Why The Jury Is Still Out On The Benefits of Specialised Models with Mike Cannon-Brookes · 20VC · Oct 12
- Salesforce seen as AI beneficiary while Adobe faces AI headwinds and leadership and model risks.Closing Bell Overtime: Four-Year Anniversary of the Bull 10/12/26 · Closing Bell · Oct 12
- Discussed as a risk to businesses giving AI agents access to accounts and data, with liability falling on the user.Bumble Lost 90% of Its Value. Here's the Lesson for Your Business · Business Growth Talks · Oct 16
- Hosts disagree on whether vibe-coded clones erode software moats; many clones prove weak in practice.The Chopping Block: The Ledger Hardware Implant, a Listening Device at OpenAI, Papertrade's 1000x House, and the Death of Technical Moats · Unchained · Oct 15
- Cheap AI-built software is deflationary for incumbents, though speakers argue total software volume will grow.CoreWeave Crash, AI Trade Cracks, Anthropic IPO Red Flags, Bill Gates Doomer · All-In Podcast · Oct 17
- AI spending benefits suppliers like memory and electrical gear, while disruption risk to incumbents remains unclear.We Asked T. Rowe Price's $17B International Manager Why Value is Winning Again — and What the S&P 500 Leaves Out · Excess Returns · Oct 17
- Vertical agents will wrap existing apps' APIs, changing how software companies interact with users and ad models.20VC: Horizontal vs Vertical Agents: Who Wins | Model Routing: Commodity or Increasing in Value | The Future of the Inference Market | Why Founders Should Take Discounts for Tier 1 Firms with Harrison Chase, LangChain · The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch · Oct 17
- Mythos found many vulnerabilities, creating patch backlogs that AI itself may help remediate.The Department of Know: Hacked fridges, hiring humans to fix Mythos bugs, targeted ad spyware · Cybersecurity Headlines · Oct 16
- Attendees asked about AI in CAD/CAM and MES, with buzz outpacing concrete understanding.What AeroOne and IMTS 2026 Revealed About the State of Manufacturing · The All-Axis Podcast · Oct 15
- Enterprise software must open data via APIs and MCP for agents, a slow integration process.Why AI Agents Will Demand 1,000x More Compute | Aaron Levie · MTS · Oct 14
- Contrasts traditional SaaS demos with AI tools, and notes that workflow tools sit above chat apps.Alberto Rizzoli, CEO & Co-Founder – V7 · Investment Management Operations · Oct 13
- Companies juggle many SaaS tools, and aggregating them into one AI layer is hard but valuable.Connecting Data at Scale With AI: Dropbox's Ali Dasdan · Me, Myself, and AI · Oct 13
- Agents could disrupt incumbent platforms like Booking, but the speaker expects gradual change and room for incumbents.AI Agent E-Comm "Disruption," and Agent CPU Demand Is Helping Intel Turn Its Business Around · Chip Stock Investor Podcast · Oct 12
- Shift from seat-based licensing toward consumption pricing for Copilot features is discussed with cost concerns.Lewis Thompson Discusses The Future Of AI With Microsoft Copilot Autopilot · Mastering Mondays · Oct 18
- Software firms fell on SaaS-pocalypse fears, but some rebounded by working with AI companies.AI sell-off, White House turmoil; gold takeover battle heats up; YouTube eating Netflix · FEAR & GREED | Business News · Oct 18
- Cheap AI-built software is deflationary for incumbents, though speakers argue total software volume grows.CoreWeave Crash, AI Trade Cracks, Anthropic IPO Red Flags, Bill Gates Doomer · All-In with Chamath, Jason, Sacks & Friedberg · Oct 17
- AI disruption fears have hit stocks like Stantec and Lumine, though the guest sees the risk as overblown.Canada Is Finally Waking Up. These Stocks Could Soar · In the Money with Amber Kanwar · Oct 15
- An open-source Adobe clone built with AI raises disruption fears, though the hosts doubt it will kill Adobe.ASML Can’t Keep Up With Demand While CoreWeave Starts to Crack · The Canadian Investor · Oct 15
- Reverse-engineering tools threaten software moats, but hosts call the hype overblown.Arrest Made at OpenAI · The Daily AI Show · Oct 14
- Software companies must adapt quickly to exponential AI change or risk being overtaken by competitors.Building the software factory from the spec up | LinearB's Ariel Illouz & Ofer Affias · Dev Interrupted · Oct 13
- Booking.com may be permanently impaired by AI search or only temporarily distressed; outcome uncertain.#64 - The Value Disciple: Tobias Carlisle on Buffett's 3 best deals and why value will come back into favour · Behind the Balance Sheet · Oct 15
- Salesforce upgraded as sticky software recovers, while Adobe is downgraded over ease of AI-driven substitution.9am Hour: Bull Market Turns 4, Starbucks/Chipotle Update, AI Deals in the Works? 10/12/26 · Squawk on the Street · Oct 12
- Winners of AI platforms may differ from early expected winners, making bets uncertain.100 Year Thinkers: Chris Davis and Robert Hagstrom on Holding Great Companies, Index Risk and Who Really Wins From AI · Talking Billions with Bogumil Baranowski · Oct 16
Neutral 9
- Discussed mainly as Copilot usage and its value in prioritizing work, without an investing angle.Choosing Tools in M365 with Joy Apple · RunAs Radio · Oct 14
- Discussed mainly as competitive positioning among platforms rather than software disruption.E97 - AI Agent Wars · Lucy & Ellie · Oct 13
- Speakers note software product work is in flux, with value accruing in new places.Job-Search Advice Now Expires Every Six Months · The Skip Podcast · Oct 15
- Brief mention of platform gatekeeping and lock-in as agents become a main interface for consumers.Governing AI Agents: Alan Chan of GovAI on Monitoring, Agent IDs, Rogue Agents & Preparing for RSI · The Cognitive Revolution · Oct 14
- Discussed as product changes rather than investment implications; no clear bullish or bearish lean.364 - Microsoft Tech Updates · Ctrl+Alt+Azure · Oct 14
- Discussed only in passing regarding AI threats to incumbents.Season 8, Episode 2: Will consumers adopt agentic commerce? (with Michael Morton) · Mobile Dev Memo Podcast · Oct 14
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- Discussed mainly as agents replacing app-based workflows and retail sites.Alex Kantrowitz on OpenAI, Nvidia & What Could Derail the AI Boom · Newcomer Pod · Oct 13
- Brief note on AI democratizing hacking, not a market argument.Brands Ditch AI, Hackers Target ASOS, JISOO Wears Salomon, and More... · What is Fashion Technology Podcast · Oct 13
- Discussion of an Anthropic model submitting a false police tip.Trump–Putin Diesel Deal, James Talarico Mental Hospital Claims | PBD #871 · PBD Podcast · Oct 12
Around it
Companies named
Shows that covered it most
- Squawk on the Street3
- The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch3
- MTS3
- 20VC2
- Closing Bell2
- The Ravit Show2
Travels with
Themes in the same episodes, against chance.
Themes, sentiment and reasons are AI-written paraphrases, checked so they never quote an episode. They may contain errors. Not investment advice. Episodes remain the property of their creators.
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