Design for AI Founders Who Care About Revenue, Not Just Aesthetics
Rapid, metric-driven design for founders building AI/ML products. From concept to market-ready in weeks, not months.
Most design agencies optimize for aesthetics. We optimize for traction. Poplab partners with AI-first startup founders to design products that acquire users, accelerate retention, and drive revenue—by compressing design cycles from months to weeks.
Rapid Iteration
Design sprints fit your product roadmap, not agency timelines. Prototype and validate in 5 days. Iterate, launch, and learn faster.
Metric-driven Design
We optimize for activation, conversion, and retention—not just aesthetics. Every design decision is mapped to your product and business KPIs.
Founder-first Partner
Built by founders, for founders.
Fluent in user psychology, unit economics, GTM velocity, and revenue design.
We embed with your internal team, not just deliver a deck.
Trusted by AI startup founders & design leaders at product-led SaaS companies
The brands and organizations we’re privileged to work with.
Not Ready for a Call? Get a 90-Second UI Audit Instead
FlowAudit runs an AI-powered UX review on your worst-performing flow—signup, pricing, onboarding, or checkout—and hands you a prioritized fix list. No consultant. No kickoff call. No PDF that lives in a folder forever.
1 free audit. No credit card. Results in under 90 seconds.
AI Startup Design Blog
- The Design System You Don’t Have Is Slowing Your Engineers Down
Most AI startups treat a design system as a luxury for later — something Series B companies do. That logic is costing them engineering cycles, product consistency, and credibility with the enterprise buyers who notice immediately. Here is why a design system is an infrastructure decision, not a design one. - Your B2B Dashboard Is Not Hard to Use. It Was Never Designed to Be Used.Most B2B SaaS dashboards are built by engineers for engineers and handed to customers who expected a product. The gap between those two things is where churn lives. Here is what enterprise dashboard design actually requires — and why getting it wrong is a revenue problem, not a UX one.
- Your Pitch Deck Is Not a Presentation. It Is a Design Problem.Most AI founders treat their pitch deck as a content problem — just get the narrative right and the design will follow. That is exactly backwards. Here is why deck design is a conversion problem, and how to fix it before your next raise.
Ready to Compress Your Design Cycle?
Let’s talk about your roadmap and how rapid, metric-driven design can save 8-12 weeks of dev time.