[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.] [@JasonrShuman](/creator/twitter/JasonrShuman) "Brad Jacobs was the real inventor of the venture buyout"  [@JasonrShuman](/creator/x/JasonrShuman) on [X](/post/tweet/1943678099666640986) 2025-07-11 14:25:45 UTC 13K followers, XXX engagements "A decade ago my boss made me read a book that still holds most of the blueprint for how breakout AI-native companies can scale today. When I first read Exponential Organizations it changed the way I thought about building businesses. It unpacked what made companies like Uber Airbnb Amazon and Spotify capable of growing 10x faster than their competitorsnot by owning more assets but by leveraging information networks and purpose. Today those same principles are more relevant than everespecially for AI-native startups. Exponential Organizations (ExOs) are built for scale. They tap into external"  [@JasonrShuman](/creator/x/JasonrShuman) on [X](/post/tweet/1947307516142014959) 2025-07-21 14:47:45 UTC 13K followers, XXX engagements "Were in inning X of the vertical AI battle. And we're not even scratching the surface. Lets do some math: Say a Vertical AI startup goes from $X to $5M ARR in 1218 months. ACV = $60K Thats XX customers In a market with say 100000 qualified targets (e.g. law firms HVAC contractors medtech reps etc) Thats XXXX% market penetration. Not even X basis point. Now look at X TAM scenario models in the image: -$2B TAM - 33K Target Accounts - .25% market penetration -$10B TAM - 166K Target Accounts - .05% market penetration -$30B+ TAM - $500K Target Accounts - .017% market penetration Even the"  [@JasonrShuman](/creator/x/JasonrShuman) on [X](/post/tweet/1946241074277818656) 2025-07-18 16:10:06 UTC 13K followers, 1729 engagements "Can someone explain to me how Stephen Colbert show was burning $40M/yr on $XXXX million in revenue"  [@JasonrShuman](/creator/x/JasonrShuman) on [X](/post/tweet/1946983065189781747) 2025-07-20 17:18:30 UTC 13K followers, 2760 engagements "Palantir walked so Founders could say Forward Deployed Engineer in VC meetings and run"  [@JasonrShuman](/creator/x/JasonrShuman) on [X](/post/tweet/1946571565602398412) 2025-07-19 14:03:21 UTC 13K followers, XXX engagements
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@JasonrShuman
"Brad Jacobs was the real inventor of the venture buyout"
@JasonrShuman on X 2025-07-11 14:25:45 UTC 13K followers, XXX engagements
"A decade ago my boss made me read a book that still holds most of the blueprint for how breakout AI-native companies can scale today. When I first read Exponential Organizations it changed the way I thought about building businesses. It unpacked what made companies like Uber Airbnb Amazon and Spotify capable of growing 10x faster than their competitorsnot by owning more assets but by leveraging information networks and purpose. Today those same principles are more relevant than everespecially for AI-native startups. Exponential Organizations (ExOs) are built for scale. They tap into external" @JasonrShuman on X 2025-07-21 14:47:45 UTC 13K followers, XXX engagements
"Were in inning X of the vertical AI battle. And we're not even scratching the surface. Lets do some math: Say a Vertical AI startup goes from $X to $5M ARR in 1218 months. ACV = $60K Thats XX customers In a market with say 100000 qualified targets (e.g. law firms HVAC contractors medtech reps etc) Thats XXXX% market penetration. Not even X basis point. Now look at X TAM scenario models in the image: -$2B TAM - 33K Target Accounts - .25% market penetration -$10B TAM - 166K Target Accounts - .05% market penetration -$30B+ TAM - $500K Target Accounts - .017% market penetration Even the" @JasonrShuman on X 2025-07-18 16:10:06 UTC 13K followers, 1729 engagements
"Can someone explain to me how Stephen Colbert show was burning $40M/yr on $XXXX million in revenue" @JasonrShuman on X 2025-07-20 17:18:30 UTC 13K followers, 2760 engagements
"Palantir walked so Founders could say Forward Deployed Engineer in VC meetings and run" @JasonrShuman on X 2025-07-19 14:03:21 UTC 13K followers, XXX engagements