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 Next Power User Is an AI Agent (and It Already Has Prod Access)Salesforce, Cloudflare, and Microsoft just turned AI agents from sidekicks into first-class operators. Most startups are still designing as if only humans touch their product. That gap is where things will break — or scale.
- AI Design Suites Just Killed the “Can You Mock This Up?” TicketClaude Design, Canva AI 2.0, and Figma’s new AI stack didn’t just democratize design—they quietly moved product decisions upstream to whoever types the prompt. If you’re a founder, that’s either a growth cheat code or the fastest way to ship beautifully packaged UX debt.
- Workspace Agents Just Ate Half Your RoadmapOpenAI’s new workspace agents and GPT-5.5 are not “another AI feature.” They’re a line in the sand: either your product becomes the control center for agents, or your roadmap slowly gets absorbed into someone else’s sidebar.
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.