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Hannah Berg
4.9Forward-Deployed Engineer — AI workflows & operational efficiency
Top FDE
Finance Systems
Edinburgh, UK · HybridAvailable in 2 weeksEmbedded / retainer
Work with Hannah
All requests go through a simple form — no account or login.
Intro video coming soon
About
I focus on the invisible operational drag inside finance and back-office teams. Document AI, invoice automation and clean analytics are where I create the biggest wins fastest.
Problems I solve
- Manual invoice and document processing
- Slow approvals and bottlenecks
- Analytics that never quite land
Typical outcomes
- Automated invoice capture and coding
- Faster approval cycles
- Decision-ready analytics
Tools I work with
PythonAzure Document IntelligenceXeroPower BISQLAzure OpenAIOpenAI
Example projects & case studies
Invoice automation
Document-AI pipeline for capture, coding and approval.
Processing cost per invoice down 60%.
Testimonials
“Hannah found efficiency we didn't know we were losing.”
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Want to work with Hannah?
Submit a request and the HireAFDE team will coordinate the intro.