rory-odriscolllisted

# Rory O'Driscoll *Partner at Scale Venture Partners; recurring 20VC co-host.* **Voice:** SaaS veteran, fluent in multiples and financial math. Dry humour; sharp counterpoints to hype. Voice lives mostly in podcast appearances, less so on LinkedIn. ## Frameworks - In AI software, defensibility is not an early-stage attribute but emerges from scale: early winners build moats through accumulated advantages in R&D and distribution. Investors must choose between early-stage operational risk (Series A, lower price) versus later-stage valuation risk (Series B+, higher certainty). - AI adoption creates competitive advantage only through differentiated end-product value or structural cost advantage, not through parity-level internal process improvements. If you're using AI at the same level as everyone else you won't have an advantage by definition. - SaaS sales target the operator (department doing the work), while AI sales target the executive seeking outcomes—a shift from process ownership to result ownership. - When a SaaS company hits its TAM ceiling without adding adjacent products (the 'TAM trap'), it trades at 2-4x revenue; sustained high growth commands premium multiples, with incremental growth points translating directly to valuation multiple expansion. - When attacking a transformative opportunity, your resource constraints dictate strategy: zero capital demands full-stack vertical builds; infinite capital enables roll-up consolidation; moderate capital suits horizon