# Private GPT for Business

Humming Agent AI builds private GPT systems so teams can use LLMs on company data with controlled access and workflows.

## What it includes

- Private AI environment design
- Model routing across supported providers
- Secure document ingestion and retrieval workflows
- Role-based access and operational guardrails

## Common use cases

- Internal knowledge assistants
- Policy and SOP search
- Proposal and reporting acceleration
- Team-specific assistants for operations and support

## Best fit

- SMBs and MSPs with sensitive internal knowledge
- Teams that need practical AI deployment without exposing business data publicly

## Related pages

- https://hummingagent.ai/services/private-chatgpt
- https://hummingagent.ai/case-studies/private-gpt
- https://hummingagent.ai/services