Technical problem
In logistics, customs, insurance and finance, thousands of documents arrive every day in different formats — PDFs, scans, handwriting, complicated tables — and entering them by hand costs time and money.
Intelligent document processing and complex data pipelines
Architectural solution
We go past traditional OCR and build intelligent document processing pipelines on vision-language models and LLMs. Working independently of any template, the infrastructure understands data in bills of lading, customs declarations, invoices and policies regardless of format, validates it, converts it to structured JSON or SQL, and passes it to the target software. Where confidence falls below a critical threshold, human-in-the-loop interfaces take over.
Operational outcome
Manual data entry removed by 95%, and document handling turned instant with zero data loss.
III
Process automation, autonomous agents and workflows
Autonomous agents and multi-agent architectureComplex business processes that are non-linear, carry several decision points and involve more than one department cannot be solved by traditional rule-based automation.Decision support and forecasting modules, by departmentDecision-makers lose time working through mountains of data, and the analysis they get stays stuck in the past.
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Which one shall we start with?
See it on your own data in one session, or write first and ask what we do.