Design That Drives Product Revenue for AI Startups
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.
CASE STUDY
Driving Growth with Design & AI: Inside the Aeonvis Digital Transformation
CASE STUDY
Democratizing Art Commerce: LettsArt’s Disruptive Platform Design
CASE STUDY
Jot’s AI-First Diary: Revolutionizing How the Next Generation Journals
CASE STUDY
Product Excellence for Newsrooms: Where Design Leads Innovation
Trusted by AI startup founders & design leaders at product-led SaaS companies
The brands and organizations we’re privileged to work with.
AI Startup Design Blog
- Google I/O Just Killed Your “AI Feature” RoadmapGoogle didn’t just launch another model at I/O 2026—it reset the baseline for what “AI in your product” means. If you’re still shipping chat widgets and sprinkle-on prompts, you’re already behind.
- Figma’s New AI Agent Won’t Save Your Product (But It Will Expose It)Figma’s new on-canvas AI agent just made “good enough UI” free. For AI founders, that’s not a design win—it’s a ruthless audit of your product thinking, systems, and team.
- Google Just Taught Users to Expect Agentic UXGoogle I/O 2026 made one thing painfully clear: users are being trained to expect software that can act, adapt, and assemble the interface around the task, not just sit there waiting for clicks.
- Figma Just Put an AI Teammate in Your File. Most Startups Are About to Let It Wreck Their UX.Figma’s new AI design agent isn’t a toy; it’s a teammate editing your real files. If your design system is messy, this thing will amplify the chaos at scale.
- Free Tokens, Bad ProductsFree AI credits look like founder candy. They can also trick startups into building products with fake economics, bloated UX, and zero discipline.
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.