Free engineering tool

AI Readiness & Architecture Auditor

Map your database infrastructure to serverless AI patterns. Isolate latency bottlenecks, compile custom vector flowcharts, and scale with confidence.

Want to deploy this architecture? Explore how we build →

AI Readiness Auditor
01 // Questionnaire

Core Infrastructure Stack

Select your existing database and primary backend architecture.

Step 1 of 4

Tailored topologies

Generates specific architectural components mapping database webhooks, queues, execution runtimes, and LLM middleware.

Production-ready code

Includes practical optimization protocols covering token budgets, concurrency limiters, and evaluation metrics.

Need expert review?

Get a free 20-min architectural audit from our founding developers. Contact us →