Private RAG, internal knowledge, data isolation, local models, enterprise APIs and AI agents, with access control and auditability in your VPC, cloud or on-prem.
The competitive advantage is often already inside internal data, processes and years of domain practice. That information should not automatically be sent to a third-party AI service.
Teams that cannot paste contracts, call audio or patient notes into a public chatbot and still need retrieval and agents.
A data map, a retrieval design with ACL, an agent contract and a deploy path you can name in a review (VPC, on-prem or named API).
Private AI, on-prem RAG, VPC LLM, domain-specific AI, self-hosted agents.
Private AI is the outcome. AI Architect is the service that designs the planes. If the next action is a CRM write, add n8n or automation, do not hide that write inside the model.
Sources, classification and the models allowed to see each class.
Not “dump PDFs in a vector DB.” Chunking, ACL and refresh.
Tools, side effects and the human path.
Customer cloud, VPC, on-prem or named commercial APIs.
Start from the workflow, not the model card. If the process is still profitable as a manual operation, the first sprint is to automate the slice that is accurate enough to trust.
Direct answers on scope, stack, rescue vs build, and how to start, structured for search and AI summaries.
Direct answers on scope, stack, rescue vs build, and how to start, structured for search and AI summaries.
Send the current architecture, call volume, carriers and the workflow you need to automate or productize. Discovery can start from a broken PBX or a blank product brief.
Discuss Your Project hello@unifiedpbx.inA practical technical discussion focused on SIP, media, tenants, AI and the delivery path, not a generic sales deck.