AI Integration Lead
That's what I fix.
I design and integrate AI systems that actually run inside operations — not demos, not copilots, but systems that replace how work gets done.
Observed across production systems in real business environments.
Not prototypes.
Not experiments.
Operational systems.
Most teams don't realize this until their AI reaches production.
If your AI:
Then the problem isn't the model.
It's the system around it.
When this happens, AI doesn't just fail.
It slows down operations,
increases manual work,
and quietly erodes ROI.
This is a pattern observed across multiple production systems.
Most companies don't need more AI.
They need systems that actually run.
These are not projects.
These are systems that replaced how work gets done.
Conversational AI
AI-powered assistant integrated into production workflows, enabling natural language access to system features. Built for scalability, modularity, and system-wide reuse.
Document Intelligence
Structured pipeline transforming invoices into pre-filled accounting entries. OCR, rule-based validation, and confidence scoring — integrated into existing workflows.
HR Automation
AI-powered payroll assistant explaining salary variations autonomously. Shifting from repetitive HR support to scalable, self-service access to payroll insights.
Observed in production
Used in production to reduce operational friction across multiple workflows.
Teams rely on these systems to handle repetitive tasks and improve execution speed.
Systems are actively integrated into day-to-day operations, not just built as prototypes.
This is not for you if:
You need someone to build an AI app · You want a vendor who takes tickets · You're looking for the cheapest option
You probably already have the data.
You might even have the models.
What's missing is the system.
This is where most of the operational value is lost.
The longer this stays unsolved,
the more value is lost.
This is not a contact form.
It's a filter.
If you're exploring, this is not the right place.
If you're serious, you'll know what to write.
If you're serious, let's talk.
Prefer email?
yoan.rab@gmail.comI work with a limited number of organizations at a time.