We’re building a future where AI works for you.
At mozilla.ai, we believe the next generation of AI solutions should be trustworthy, transparent, and controllable. That’s why we’re creating the infrastructure and products to build intelligent systems that align with your goals.
- Otari.ai: A centralized control plane for LLM operations
- Octonous: Make AI useful for your everyday work
- Otari: open source gateway that powers the core of otari.ai. One place to handle LLM routing and budgeting.
- any-guardrail: any-guardrail is meant to provide the minimum amount of access necessary to implement the guardrails in your pipeline.
- mcpd: requirements.txt for agentic systems. Manage MCP servers and tools with one config.
- any-llm: A single interface to use different llm providers.
- any-agent: A single interface to use and evaluate different agent frameworks.
- cq: An open standard for shared agent learning. Agents persist, share, and query collective knowledge so they stop rediscovering the same failures independently.
- clawbolt: Openclaw inspired AI Assistant specifically designed for the trades
- llamafile: Distribute and run LLMs with a single file.
- encoderfile: Encoderfile packages transformer encoders into a single, self-contained executable.
- Who searches the web for your agent? (Oct 19, 2026)
- Building the Missing Half (Oct 13, 2026)
- Mistral Large 4 is live in Otari (Oct 08, 2026)
- You Don’t Just Need Better AI. You Need Better Infrastructure. (Oct 05, 2026)
- Benchmarking Local LLM Servers: llama.cpp, llamafile, LM Studio, and Ollama (Sep 17, 2026)
