How I approach a project

These are typical project deliverables. The scope and artifacts are agreed for each project.

  1. 01 Audit

    I review the current process, tools and data to identify where time is lost.

    What you get: Findings and priorities

  2. 02 Architecture

    I map data flows, responsibilities and error handling before development.

    What you get: Architecture outline and diagram

  3. 03 Build

    I build in small steps that can be tested. Account access and delivery scope are agreed before work starts.

    What you get: Configured workflows

  4. 04 Validate

    I test the agreed scenarios, including failure handling, and record the results.

    What you get: Test results and known limitations

  5. 05 Handover

    I prepare operating instructions and hand over the system. Ongoing monitoring, maintenance and development are scoped separately for each client.

    What you get: Operating instructions and handover

AI in the process

AI decides. Workflows execute.

More on AI agents

Reliability starts with architecture

I select controls to fit the task and the agreed project scope. Ongoing monitoring and support are agreed separately.