GENAI AREDEZ
GENAI AREDEZ · AI engineering applied to business · MMXXVI · Architecture for working with AI ·

Architecture and agents

A system connected to your data, tools and way of working.

We design the context AI needs, the integrations it uses and the boundaries of its actions. The customer-facing product and the agents helping build or operate it have distinct roles and permissions.

A view of the work

Three layers with distinct roles and permissions.

Strahlkraft illustrates the difference between product experience, operations and engineering.

  1. 01

    Product

    • Portal and assistant
    • Code-controlled context
    • Access and personal data
  2. 02

    Operations

    • Content skills
    • Tools and MCP
    • Human requests and review
  3. 03

    Engineering

    • Code and synchronisation
    • Tests and model changes
    • Legal review by command
01

Maintainable context

Business information, instructions and sources organised for the task. Despegue preserves data provenance and review.

02

Agents, skills and integrations

A skill packages a reusable procedure; MCP connects an agent with tools and services. Strahlkraft includes content procedures and a custom Meta Ads server.

03

Bounded actions

Decide what code executes, what the model may request and what a person approves. Strahlkraft's assistant has no tools, by design.

04

An environment that evolves

Keep decisions, tests, corrections and documentation alongside the system. Industrial work includes instructions, commands and handovers for continuity between sessions.

Architecture follows the use case. A bounded assistant, an agent with tools and scheduled automation need different controls.

Discuss your project

Start with the problem you want to solve.

Tell us what you need to build or improve. Technical work starts with understanding your operations.

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