Friday, August 21, 2026
6:00 PM – 9:00 PM EDT
Miami Claude Workshop: Can Claude Build a Revenue Architecture?
About this event
A Friday evening workshop at The LAB Miami on where Claude actually helps startups build revenue systems and where human strategy is still required, built around an AI-adapted rework of the classic pirate metrics funnel.
The argument behind this session is that AI has made building faster without making growth easier, and that shipping quickly into a product with no revenue architecture just gets you to the wrong place sooner.
Speaker Irina Dubovik presents AARRR 2.0, described as an AI-ready evolution of Dave McClure's original pirate metrics framework. The walkthrough covers market fit, acquisition, activation, revenue, retention, and referral, with attention to where AI tooling changes the economics of each stage and how ROI is measured across them.
The session uses host Justin Elliott's project WRTH as a live case study, working through the parts where Claude performed well and the parts where human judgement was still doing the work. Attendees leave with a template for running a revenue architecture assessment on their own product.
There is a prize on offer, a complimentary revenue leak review, for the strongest question or insight from the room. The workshop runs at The LAB Miami in Wynwood, in unit 24.
Organized by
Community-run workshop program for people building with Claude and other AI assistants, with Miami sessions hosted at Wynwood coworking venues.