Consolidating AI API Keys Is a Migration, Not an Endless Cleanup Task

Description and use

Consolidating AI API keys is a migration that reduces credential sprawl, simplifies billing, and improves security by routing all workloads through a single gateway.

Problem

Multiple AI provider credentials create operational overhead, billing complexity, and security risks.

Outcome

A finished migration reduces credential sprawl, consolidates billing, and lowers operational risk while maintaining all required model access.

Workflow

• Inventory all production calls, keys, workloads, and models.
• Create a consolidated account, generate a key, and verify all required models are accessible.
• Select a low‑stakes workload, change its base URL and key, and run real requests to confirm functionality.
• Move remaining workloads by applying the same base‑URL-and-key change, ensuring downstream code remains unchanged.
• Retire old provider keys and close unused accounts to complete the migration.

Evidence

Inventory the dependencies, prove one workload, move the rest, and retire the old path.

Source

One key for covered workloads.

Source

A single sprint for most teams, sometimes a couple of focused days.

Source