Foundry AI Console

Enterprise AI platform providing secure, governed access to AI models with full cost visibility and self-service onboarding.

The Challenge

Without centralization, individual API keys across teams create shadow AI spend — no visibility into who is using what, no cost controls, no audit trail, and no compliance posture. Every team managing their own keys means duplicated costs, security gaps, and zero governance.

What We Built

Cost Control & Visibility

Real-time spend tracking per user and per model. Tiered usage limits prevent runaway costs. Full audit trail for compliance and reporting.

Self-Service Access

Users onboard themselves in under 2 minutes. No tickets, no provisioning delays. Administrators retain full control over access and permissions.

Live Monitoring

Dashboard with usage metrics, health status, and per-user analytics. See exactly where every token goes across all teams and models.

Platform Journey

1
AI Gateway
(API Key)
2
Multi-Model
Support
3
Tool Catalog
4
Dual
Authentication
5
Tiered Usage
Controls
6
Model
Governance
Phase Milestone What It Delivered Status
1 AI Gateway & Admin Portal Centralized APIM gateway with API key authentication, RBAC-based admin console, self-service user onboarding, and private endpoint networking via Zscaler ZPA. Live
2 Multi-Model Support Added OpenAI and Codex models alongside Claude. Single API key works across all providers. Same monitoring, same rate limits, same audit trail. Live
3 Tool Catalog MCP package catalog with downloadable tool packages for M365, ServiceNow, and platform setup. One-click install for approved integrations. Live
4 Dual Authentication Added Microsoft Entra token authentication alongside API keys — making the gateway dual-auth (API key + developer Entra token). Lets developer apps, SDKs, and pipelines call the gateway with no stored keys (managed identity / service principals). Live
5 Tiered Usage Controls Three usage tiers (Standard, Power, Unlimited) with per-user rate limits. Self-service upgrade requests. Admins manage tiers from the dashboard. Live
6 Model Governance Gateway-enforced model allow-lists per tier. Standard: Sonnet + Haiku. Power: all deployed models. Unlimited: everything. Blocks premium models (e.g. Opus at ~5x Sonnet cost) for lower tiers to prevent unintended spend. Live

By the Numbers

7
Models Available
3
Usage Tiers
<2 min
Self-Service Onboarding
100%
Private Network
Zero Public Exposure