Architecture Review
A workload map, platform options, recommended architecture, major risks and next-stage plan.
FOR AI FOUNDERS
From the first infrastructure decision to a controlled pilot and production operating model, AVIS helps you choose, prove and operate the foundation behind your AI product.
01Platform-independent advice
02One bounded workload to begin
03Security before execution
04Evidence before acceptance
THE AVIS DIFFERENCE
Vercel, E2B, Daytona, Modal and the hyperscale clouds can all be good answers. The harder question is which answer fits your workload, stage, data, economics and operating capacity.
AVIS works across those choices. We define the architecture, controls, pilot and operating path so your team can stay focused on the product.
Compare the approachesSTART SMALL. LEARN QUICKLY.
Each engagement produces a defined artifact or verified result. The capability page shows what is available now, pilot-scoped or still in development.
A workload map, platform options, recommended architecture, major risks and next-stage plan.
An evidence-based choice between sandbox, serverless, cloud, dedicated or mixed infrastructure.
One approved workload demonstrated on a selected platform with boundaries, logs and verification.