beizhu-1209/AIHelms

What it solves

AIHelms addresses the challenge of managing AI resources within an enterprise. It provides a centralized platform to track AI usage, control costs, and measure the return on investment (ROI) for AI tools, ensuring that businesses can see exactly where their AI budget is being spent.

How it works

The platform acts as a bridge between AI providers and internal users. Administrators connect various AI models and set budgets or usage limits for departments and individuals. Employees are then assigned a unique AI identity (API Key) to access these resources through a unified portal. The system logs every interaction, allowing for detailed cost attribution, performance reporting, and security auditing.

Who it’s for

• Decision-makers: Need visibility into AI spending and ROI through automated reports.
• IT Administrators: Need to manage model access, set budgets, and ensure secure, compliant AI usage.
• Employees: Need a simple, unified way to access authorized AI models and tools for their work.

Highlights

• Cost Control: Supports dual-track pricing (external costs vs. internal billing) and granular budget limits per user, department, or project.
• Unified Access: Provides a single entry point for all AI resources, including model management and tool/MCP registration.
• Performance Analytics: Tracks usage metrics like token consumption, department coverage, and model efficiency to generate automated performance reports.
• Security & Compliance: Includes features for sensitive information identification, prompt interception, and administrative audit trails.
• Flexible Deployment: Built on a modern stack (FastAPI, Vue, PostgreSQL) and deployable via Docker Compose.