Okkam (ex-OMD OM Group) · Advertising / Media · 3 months (ongoing)
Enterprise AI Automation for Russia's #1 Advertising Holding
n8n and AI implementation for legal dictionaries, OCR registries and business processes at Okkam
70%+
Manual work reduction
95%
Matching coverage
3
Matching scenarios
Problem
Okkam is the largest advertising holding in Russia. Dozens of teams process legal documents, registries, and reference data daily.
Manual processing of legal dictionaries and registries meant hours spent on cross-referencing, classification, and data entry from PDFs. Human error led to mistakes, and scaling required hiring more staff.
Solution
Built an AI workflow system on n8n within corporate infrastructure:
- OCR pipeline for registries: PDF → recognition → structured data → matching (N:1, 1:N, M:N scenarios)
- Legal dictionary automation: AI classification, validation, reference updates
- Integration with corporate sandbox and internal systems
Result
- Three matching scenarios covering 95% of use cases
- System scales without growing the team
- Workflows used by multiple departments
- ROI within the first month
Technologies
n8nPythonPyMuPDFOCRAI/LLMCorporate Infrastructure
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