AI Automation.

Custom MCP apps and transformative workflows for Finance, Sales, and Operations. Systems built for in-house control and scale.

§ 01 Proposition

Agents that take action on the data your business runs on.

AI Agents are the layer that turns your data and operations into autonomous workflows — research, intake, drafting, triage, action. They run inside the systems your team already uses, with deterministic flows where deterministic answers matter and language models where language is the right tool.

Designed and built with your team. We host them at the start if you want fast results, then transfer ownership when you're ready. The agent code, the prompts, the data behind them — all yours.

§ 02 Principles
  1. 01

    Action, not Q&A

    Agents that draft, triage, route, post, and follow up — not just answer questions. Built into the workflows where the action actually has to happen.

  2. 02

    Deterministic where it matters

    Deterministic flows for the steps that need consistent answers. Language models for the parts where language is the right tool. Cheaper, faster, more predictable.

  3. 03

    Frameworks for the job

    LangGraph for complex flows. Agno or the Claude Agent SDK for simple ones. Memory, vector retrieval, MCP tools — picked for the use case, not as a hammer for everything.

  4. 04

    Yours to keep

    Agent code, prompts, evaluations, and the data behind them belong to your business. Hosted by you, or by Jourier.

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