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
- ClickUp Didn’t Just Lay People Off. It Prototyped the AI-First Org.ClickUp just turned 22% of its staff into a 3,000‑agent swarm and put a price tag on “100x” AI impact. That’s not just a layoff story — it’s your product and org design roadmap, whether you like it or not.
- The Design-to-Dev Handoff Is Dead. Figma Just Buried It.Figma just shipped a closed beta that lets you edit your live codebase directly from the design canvas — no terminal, no tickets, no translation layer. Here’s why founders should care more than designers do.
- If Your AI Agent Can’t Be Governed, It Can’t Be BoughtEnterprise buyers just made one thing clear: “cool agents” are irrelevant if no one can see, control, or reverse what they do. If your AI product doesn’t bake governance into the UX, you’re not “early‑stage” — you’re unbuyable.
- 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.
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.