Custodian Labs

Custodian Labs is an AI agent platform that collapses the infrastructure complexity of building production agents down to a few lines of code. The pitch is direct: you define your agent's behavior, call the API, and everything else happens behind the scenes. No vector database setup, no embedding configuration, no hosting provisioning, no retry logic to wire yourself. The platform handles it so you can focus on what the agent actually does.

A distinctive feature is the Guardian layer, a privacy system that detects personally identifiable information before it reaches the underlying AI models. You get three modes: transformation replaces PII with synthetic equivalents, masking substitutes typed labels, and detection-only reports what it found without altering the data. For teams building agents that handle customer data, this addresses compliance concerns without requiring a separate privacy pipeline.

RAG is built in. You can give your agent long-term memory and document retrieval without configuring embeddings or standing up a vector store. The platform abstracts that stack, which speeds up prototyping and means you don't need a dedicated infrastructure person to get retrieval working. When requirements outgrow the defaults, you can still customize, but the starting point is zero configuration.

Custodian is model-agnostic. You can swap between OpenAI, Anthropic, Mistral, or local models without rewriting your agent logic. This matters for teams that want flexibility on cost, latency, or data residency. The multi-agent capability lets you deploy specialized agent teams with automatic query routing based on topic domains, which helps when a single agent can't cover everything you need.

Pricing is freemium. The free tier includes 100,000 tokens and 1,000 requests per month, which is enough to prototype and test. Starter runs nineteen dollars a month with one million tokens, ten thousand requests, and priority support. Enterprise plans offer on-premise or private cloud deployment for organizations that can't send data externally.

The platform is aimed at developers who want to ship agents fast without drowning in infrastructure. Contact is available at sherry@custodianlabs.io for questions or enterprise discussions.