Frequently Asked Questions

We schedule a technical scope audit. Once we understand your database layouts, webhook models, and target workflow, we supply a flat build-out estimate proposal under 2 business days.

Both. Depending on security requirements, we route public intents to Claude/GPT APIs while piping private invoice/customer records to locally-hosted LLaMA instances running inside your AWS VPC.

Yes. All Business build-outs contain a 3-month post-launch maintenance buffer where we adjust prompt routes and debug server hooks for free.

We deploy vector db instances (like Pinecone/Chroma) exclusively behind VPC gateway policies. Direct model queries are authenticated on isolated server workers.