Finance
Banking, insurance and fintech.
Run compliance review, customer support and analyst workflows through your existing applications with local inference.
LLM Machines provides local inference through /models and streaming or non-streaming /chat/completions. Your client applications and workflows stay the same. Nothing leaves your infrastructure.
The common thread is not one industry. It is sensitive data, audit exposure and a low tolerance for uncontrolled AI processing.
Run compliance review, customer support and analyst workflows through your existing applications with local inference.
Summarise contracts and draft internal memos through existing matter tools while privileged material stays inside the firm perimeter.
Assist staff with procedures, research and documentation through approved applications inside the health-system boundary.
Bring local inference to existing drafting, review and assistance workflows where sovereignty and auditability are procurement requirements.
Support maintenance, operations and incident workflows through approved tools inside controlled systems.
Connect favourite IDEs and development harnesses through local /chat/completions while source code and product plans remain inside.
Private AI needs more than a model. It needs identity, Application credentials, model policy, metadata-only audit and local observability.
Users authenticate through enterprise identity, while Admin and Operator roles manage Application credentials and model access.
Application usage metadata, model routing, health signals and signed audit exports make the appliance easy to operate and review.
Start with one existing application, one team and a customer-premises deployment path your security team can inspect.