Embracing Complexity: AI Adoption in the Real World Dinner w/ Arctiq & Dell Technologies Capital
An executive conversation hosted by Dell Technologies Capital and Arctiq
Most AI pitches promise to make the enterprise simple. That promise is why so many pilots stall. In the real world, enterprises run on decades of accumulated systems, exceptions, regulations, and edge cases, and the AI that succeeds isn't the AI that wishes that reality away, but the AI that embraces it.
Join Dell Technologies Capital and Arctiq for an executive discussion with two founders who have built their companies on exactly this premise:
Jonathan Corbin, Co-founder & CEO of Maven AGI — whose AI agents autonomously resolve customer issues across the tangle of helpdesks, knowledge bases, ticketing systems, and multi-step workflows that define enterprise support at scale.
Shiv Agarwal, Co-founder & CEO of Singulr AI — whose governance control plane gives enterprises visibility and control over the hundreds of AI models, agents, and shadow tools already running inside their walls.
Erik Winters, Co-Founder & COO of Ascerta — whose platform connects every AI agent to measurable business outcomes, showing enterprises exactly where their AI spend returns value, where it's wasted, and how to scale what works with confidence.
Together they'll tackle the questions executives are actually wrestling with: Where does AI create value in messy environments rather than clean ones? How do you move from pilot to production when the "last mile" is all exceptions? How do you govern sprawl you can't yet see? And what separates the organizations compounding returns from AI from those still running experiments?
An intimate, off-the-record conversation for enterprise leaders responsible for making AI work, complexity included.