AI Platform & Governance

What It Is

A centralized platform for AI governance at a Fortune 10 company. It provides the infrastructure, tooling, and guardrails that enable hundreds of teams to build and deploy AI models responsibly.

Why It Exists

Large organizations face a fundamental tension with AI: they need to move fast to capture value, but they also need to manage risk — bias, regulatory compliance, data provenance, model drift. Without centralized tooling, every team reinvents the wheel, and governance becomes inconsistent.

This platform resolves that tension by making the right thing easy.

Highlights

• Model registry. A single source of truth for every AI model in the organization — who built it, what data it uses, how it was evaluated, and where it's deployed.
• Evaluation pipelines. Automated fairness, performance, and safety evaluations that run as part of the deployment process, not as afterthoughts.
• Policy-as-code. Governance policies expressed as automated checks, ensuring consistent application across teams.
• Developer experience. Self-service tools that respect engineers' workflows — CLI tools, API integrations, and clear documentation.

Design Philosophy

Governance systems fail when they feel like obstacles. The design principle here is that governance should be a feature, not a tax. Every interaction with the platform should leave the team more informed and more confident, not more frustrated.