We map risks in the codebase, workflow and ownership.
Back to the three situations
Existing development team
I have a development team and want to protect my investments
More speed without losing control over codebase, budget or AI use.
Existing teamAI guardrailsBudget and quality control
Approach
How we bring this project under control.
We introduce technical boundaries without stopping your team.
We make AI usable within reviewable limits.
- Your team keeps building, but technical debt or inconsistency grows with it.
- AI sometimes accelerates work, but also introduces risk or unclear changes.
- You want to protect investments before speed turns into recovery work.
- Review codebase and delivery flow for structural risks.
- Introduce architecture rules, review rules and AI guardrails.
- Make budget leaks visible through better scope and quality control.
- Work with your team without taking ownership away from them.
- Where are you losing the most time or control right now?
- Which parts of the codebase are fragile or hard to transfer?
- How does your team use AI in practice today?
After 2 weeks you know
- A sharp picture of structural codebase and workflow risks.
- Priorities for review rules, AI guardrails and ownership.
- Concrete visibility into budget leaks and quality control.
Less suitable when
- There is not yet room to introduce review rules or ownership agreements together.
- The immediate need is temporary capacity, with process improvement planned for later.
Focused intake
No standard sales call. First we identify where technical control is missing.
Route-specific
We start from your situation, not from a generic pitch.
Concrete next step
After the intake you know which technical foundation is needed and where risk sits.
Decidable
You get enough context to decide whether VDS is the right place.