Decision Operating System
In 4–8 weeks, I build the intelligent system behind your business — designed, tested, and handed over to your team.
What Changes for You.
You get a connected, trustworthy system your team actually uses — instead of fragmented tools and gut decisions.
If problems start at the input — messy leads, missing tracking, unclear signals — we address those too.
That keeps the whole system reliable.
How I Work.
I start with your business decisions and work backwards to the data source. That creates a system that gets used — not just built.
Decisions
Which decisions need to become faster and safer?
KPIs
Which metrics are actually needed?
Models
How should those metrics be calculated correctly?
Pipelines
How does data arrive reliably and automatically?
Sources
Which existing systems provide the required signals?
Implementation Flow (8 Weeks).
Assess current state, prioritize risks, and launch quick wins.
Implement pipelines, models, and KPI layer with your team involved.
Set up monitoring, finalize docs, and transfer into operations.
What You Get In Practice.
Data Pipelines
Automated data flows from your relevant source systems.
Data Models
Understandable, documented models as a reliable foundation.
KPI Layer
A clear KPI logic that everyone can use for decisions.
Documentation
Structured docs so your team can operate independently.
Monitoring & Alerts
Early warning when something breaks, before decisions are affected.
Smart Automation
AI-powered automation for repetitive tasks — where it creates measurable leverage in your workflows.