
We restructure technical organizations for the AI era. Stop paying for overhead; start investing in asset creation.
AI is not a productivity tool. AI is a headcount arbitrage.
If savings don't appear in the first 90 days, the approach is wrong.
Financial discipline shouldn't mean freezing development. It means eliminating inefficiency. Standard teams are bloated with "Maintenance" roles. We restructure for "Asset Creation." Below are two scenarios to correct your P&L based on a 20-person technical organization.
| Cost Center | Current State (Inefficient) | Scenario A: Soft (Optimization) | Scenario B: Aggressive (Restructuring) |
|---|---|---|---|
Engineering Team (@ €80k avg) | €800,000 (10 FTEs) | €480,000 (6 FTEs) | €320,000 (4 FTEs) |
Support/Ops Team (@ €50k avg) | €500,000 (10 FTEs) | €400,000 (8 FTEs) | €300,000 (6 FTEs) |
Tooling & AI Suite (Efficiency Enabler) | €15,000 | €25,000 | €25,000 |
Total Annual OpEx | €1,315,000 | €905,000 | €645,000 |
Net Savings | — | €410,000 / yr 31% cut | €670,000 / yr 51% cut |
*Scenario A optimizes workflows. Scenario B aggressively restructures for lean capability. Both maintain roadmap delivery.
We analyze your Repo & Ticket Volume to identify "Zombie Code" and manual waste. We categorize every FTE as "Asset Builder" or "Maintenance Burn."
For high-risk/legacy codebases: We expose hidden logic to AI, add logging/monitoring, and de-risk the system before automation proceeds.
We equip your Core Developers with AI-Assisted Tooling to maintain velocity. Support workflows are streamlined to handle volume with fewer seats.
We execute the restructuring plan (Soft or Aggressive) based on your runway needs. You emerge with a right-sized, capital-efficient organization.
Let us run a Risk-Free Efficiency Audit. We will provide a custom breakdown of exactly which scenario fits your organization.
Confidential, risk-free assessment. We'll identify your 'Zombie Code' and immediate cost-saving opportunities in a 30-min session.
Deliverable
Custom P&L Correction Plan
Ideal for
CFOs, CTOs, Founders
Time zones
Europe/Berlin (CET/CEST)
Outcome
30-50% OpEx Reduction Strategy
Sector / focus area*