The question we keep hearing from clients: "We know we need AI, but we don't know where to start."
This is where we start, and over the past few months, we've built a delivery system to make it possible.
Atlas, our delivery system, brings AI-engineering tools into your
Before letting an AI coding agent have more access, ask yourself these 4 questions.
1. Who or what had access?
2. What changed?
3. What data did it touch?
4. Who approved it?
If you can't answer all four questions for a specific change, you aren't really in control. You're just
Before adding another memory layer to your AI agent, make a list of everything it already reads.
Most teams discover they have several overlapping instruction systems they forgot about.
These can include repository files, system prompts, skill definitions, generated summaries,
Before you choose any AI governance tool, start by answering three key questions.
1. What regulation does your AI fall under?
This helps you identify the right framework, such as the EU AI Act, NIST AI RMF, or ISO 42001.
2. Who needs the evidence – a compliance officer, an
97% of organizations that experienced an AI security incident did not have access controls on their AI.
These problems start with gaps that no one took responsibility for: context, budget, permissions, and logs.
This is the practice behind nearly every AI governance failure
