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SaaS Business Models · SaaS apocalypse overblown: maintenance burden protects incumbents
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Memory & Storagetailwindscore 8/10unknown
AI agent boom triggers structural memory shortage, boosting DRAM leaders
Longer context windows for agentic AI create unprecedented DRAM demand; Micron's 1-alpha DRAM production in US positions it as primary beneficiary of industry-wide memory shortage.
AI Applicationstailwindscore 8/10dan shipper
AI increases demand for human experts via 'human sandwich' model
AI collapses task execution but humans remain essential for framing and evaluation; expert humans needed to turn AI's 'yesterday's competence' into differentiated value, creating more high-…
AI Agentstailwindscore 8/10dan shipper
Codex native apps emerge as new UX paradigm for knowledge work
Agents running inside browser tabs alongside humans (Codex native apps) collapse hours of tasks into minutes while keeping human as 'sandwich' on both ends; increases demand for human exper…
Plant-based shelf-life extension proves commercially viable at scale
Appeal's coating uses food's own plant oils to extend shelf life 4x (avocados, citrus, berries); 60% US avocado adoption proves product-market fit; EU regulatory approval with zero intake l…
AI Infrastructuretailwindscore 7/10unknown
Token cost optimization becomes critical as LLM inference scales
Microsoft's internal shift from Claude Code to Copilot CLI driven by token billing costs signals industry-wide pressure to optimize token spend; Aaron Levy (Box) predicts token price optimi…
Space Economytailwindscore 7/10unknown
SpaceX Starship unlocks $28.5T space data center opportunity
Starship's reusability and payload capacity enable orbital data centers; SpaceX filing cites $28.5T TAM including space-based compute, with Starlink already generating $10-20B run rate on e…
SaaS apocalypse overblown: maintenance burden protects incumbents
Vibe coding lowers creation barrier but 99% of users won't maintain custom software; SaaS stocks attractive as distribution and trust become moats in agent era.
Geopolitics & Tradetailwindscore 6/10unknown
CATL backs DeepSeek as Chinese EV giants pivot to AI
Battery leader CATL investing in AI startup DeepSeek while BYD explores F1 entry signals Chinese tech conglomerates expanding beyond core into AI and global sports branding.