A team that builds document AI
Background in UAE banking, compliance, and engineering. You work directly with the people who build. No sales team, no account managers. When you have a question, you talk to us.
What we do
Banks and fintechs in UAE process thousands of documents daily. Bank statements, Emirates IDs, trade licenses, invoices. Most of this is still manual. People copy data from PDFs into spreadsheets. It's slow, expensive, and error-prone.
We built AI that reads these documents. Upload a bank statement - get structured transactions in JSON. Scan an Emirates ID - get verified identity data. Submit a trade license - get extracted company details. Works with Arabic. Works with scanned documents. Works with the formats UAE banks actually use.
Our expertise
ML. We train our own models. Lightweight ones for mobile - real-time document detection, camera guidance, instant feedback. Heavier classifiers and extractors on backend, pre-trained on UAE document formats. No API calls to external providers for core tasks. The models belong to us.
Finance. We understand what the numbers mean, not just how to extract them. DCF, EBITDA, unit economics - when a bank statement shows unusual patterns, we know what to flag. When financial reports need validation, we know what to check.
Agentic. For complex cases, we use LLMs. Built multi-agent systems that coordinate document processing workflows. RAG for regulations and schemas. Fine-tuning for edge cases. MCP protocol for tool orchestration. Code execution where needed. These aren't experiments - they run in production.
Technical. Queue-based architecture, every document tracked from upload to result. Automatic retries, clear status at each step. Thousands of documents without blocking.
How we work
Small team. No bureaucracy. You email us, we respond. You find a bug, we fix it the same day. You need a new bank format, we add it within a week.
We charge fair prices and deliver working software. That's it.
Location
Dubai, United Arab Emirates
info@paperwork.to