From Software to Intelligence: Takeaways from our Investor Conference AI Panel

One of the most talked-about panels during B. Riley Securities' 26th Annual Institutional Investor Conference tackled how generative AI is reshaping the enterprise software model. Moderated by Equity Research Managing Director, Erik Suppiger, The Agentic Pivot: Re-Architecting the SaaS Stack brought together Kyle Brown (CEO, Trinity Capital), Jonathan Lamm (CFO, Blue Owl), David Morken (CEO, Bandwidth) and Umesh Sachdev (CEO, Uniphore). With perspectives spanning technology, lending, and investing, one theme emerged clearly: the shift from selling software to selling intelligence is underway.


Key takeaways:

The redefined moat
With AI able to replicate code quickly, the panel argued that tomorrow's moats rest on three pillars: proprietary data that models can be trained on, distribution and incumbency that startups struggle to acquire, and usage-based infrastructure positioned to capture the value of autonomous agents rather than static seat counts.

The pricing reset
Seat-based licensing breaks down when a single agent can do the work of many users in a fraction of the time. The panel's view: winners will price business outcomes and intelligence, not the number of logins or seats.

The investor lens
From a capital-allocation standpoint, historical SaaS retention metrics no longer tell the whole story. The emphasis is shifting toward technological defensibility — backing mission-critical, data-rich, accuracy-oriented businesses where AI expands the opportunity, and looking for core system-of-record companies with clear, actionable AI roadmaps.

The bottom line
The discussion covered a lot of ground, but the closing sentiment was unified: incumbency remains a powerful weapon, but only when paired with agility. The companies that thrive will stop treating AI as a feature and start treating it as the core engine of the intelligence they deliver.

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