AI AUTOMATION • REAL ENGINEERING • YOU OWN IT

Playbook — Stage 4 of 6

Data Preparation

You are here if

  • You're building something that needs to reason over your own documents or data

1. Audit what you actually have

Documents, databases, and systems the AI would need access to — and how current/accurate they are.

2. Clean before you connect

Garbage in, garbage out applies harder to AI systems than most software — outdated or contradictory source documents produce unreliable answers.

3. Decide access boundaries

What the system should and shouldn't be able to see, before it's built, not as an afterthought.

Have a project in mind?

Tell us what you're trying to automate or build — we'll reply with next steps, not a sales pitch.