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Zingaro AI
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Notes on doing AI work, not talking about it.

Short pieces for the people who own an operation: what to automate first, what a voice agent can honestly do, what sovereign really means, and where the money goes.

6 pieces · new ones when there is something worth sayingRSS feedEngineering blog

What you will find here

  • 01Which job to automate first, and how to know it worked.
  • 02Plain answers on voice agents, sovereign deployment and small models.
  • 03The way we run engagements, written down so you can hold us to it.
All pieces

Read in any order.

Filter by topic. Each piece stands on its own.

  1. · 4 min read

    Sovereign AI, in plain words

    "Your data stays in the building" is a promise with five parts. What each one means, and the questions to ask any vendor who makes it.

    • deployment
    • compliance
  2. · 4 min read

    The case for small models

    The biggest model is rarely the right one for a job that runs ten thousand times a day. Why we distil, when we do not, and what you own at the end.

    • models
    • cost
  3. · 4 min read

    Agents need a queue, not a chat window

    The interface that makes agentic AI work in a business is not a chat box. It is a queue with a person on it. What that looks like, and why it changes the outcome.

    • agents
    • operations

How we train, serve and ship. Inference, speech, post-training, evals and air-gapped deployment, with the code and the failure modes.

Engineering blog
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