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Interfaze scales deterministic AI models to 50 million requests on Vercel

Interfaze handles 50 million requests a month for document processing and OCR using Vercel infrastructure.

Interfaze scales deterministic AI models to 50 million requests on Vercel — image from Vercel
Image: Vercel

Summary

Interfaze builds AI models for deterministic tasks like document processing, OCR, and web scraping that require checkable outputs. The company runs its backend and serves 50 million requests a month on Vercel. It also uses AI Gateway to route traffic and handle provider failures automatically.

What changed

  • Interfaze runs its backend and serves 50 million API requests a month on Vercel.
  • The team uses AI Gateway to fail over automatically when model providers fail or throttle.
  • Interfaze released Interfaze 1 Lite, an open-weight model running on a single GPU.

Availability

Available now

“Interfaze recently released Interfaze 1 Lite , an open-weight version of its model that runs on a single GPU and is served through the same API.”

Founder takeaway

If you build AI workflows, evaluate how managed gateway routing can maintain uptime when third-party model providers fail or rate-limit traffic.

Source

VercelHow Interfaze serves 50 million requests a month on Vercel | Customers | Vercel

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