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
- Your Product Isn’t Slow Because You Lack AI Tools. It’s Slow Because You’re Using Them Wrong.Figma’s agent-first update landed on May 20. Every founder rushed to try it. Here’s why the ones who actually ship faster are the ones who resisted the demo for five minutes longer than everyone else.
- Gemini Spark Just Turned “AI Assistant” Into a CommodityGoogle’s new 24/7 Gemini Spark agent isn’t just another feature drop—it’s the moment “AI assistant” becomes default infrastructure. If your startup is still selling “smart copilots,” you’re already behind.
- AI Prototypes Got Cheap. Product Judgment Just Got Expensive.AI prototyping tools are shifting from prompt toys to system-aware UI generators, with Google Labs’ Stitch and recent May 2026 tool coverage making that painfully obvious.
- 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.
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.