SOLUTION

Private & Domain-Specific AI

Keep sensitive knowledge inside your environment and still use modern models, retrieval and agents.

VPC / on-premDomain RAGAccess controlEval / auditCRM · ERP · PBX

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.

How the outcome is assembled

Outcome → planes
Business jobAnswer · decide · draft · route
Data planeWhat stays in-house
ReasoningRAG · tools · model
Action planeCRM · PBX · tickets
If you cannot say where a document goes at inference time, you do not have a private AI.

What you get

A written data map

Sources, classification and the models allowed to see each class.

A retrieval design

Not “dump PDFs in a vector DB.” Chunking, ACL and refresh.

An agent contract

Tools, side effects and the human path.

A deploy 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.

FAQ

Questions buyers and AI search engines ask

No. Private means you can name where data and inference live: your VPC, a dedicated tenancy, on-prem, or a commercial API with a contract you accept. Public paste-into-ChatGPT is the thing we are avoiding.

Those products optimize a generic workplace. This solution is built around your terminology, systems of record and the actions an agent is allowed to take.

Yes, when the data classification allows it. Many designs are hybrid: public models for low-sensitivity tasks, private retrieval and tools for the rest.

Anywhere generic public AI is insufficient: healthcare, pharma, insurance, finance, government, telecom, legal, manufacturing and specialized SMBs.

Need this built?

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.in
Related
AI architect service →LLM channels →AI call center →Cloud & deploy →

Architecture first. Then production.

A practical technical discussion focused on SIP, media, tenants, AI and the delivery path — not a generic sales deck.