Framer and Vercel partner to enable serverless inference for design previews

Tech · 5 min read

The integration allows teams to attach a model endpoint to a preview deploy so stakeholders can generate variations and preview them live without provisioning inference servers. Vercel handles autoscaling and cold-start optimization while Framer focuses on seamless editor integration.

The setup supports private models and API keys so companies can use enterprise-tuned assistants while maintaining per-deploy access control. Billing is tied to Vercel usage and includes observability dashboards that show inference latency and token consumption per preview.

Early users said the setup simplified sharing and approval loops, particularly for large distributed teams. Framer and Vercel plan to expand supported runtimes and add cost-optimization tools for high-frequency preview workloads.