Competitive Intelligence for Fintech
The system tracks competitors' publications and website changes across multiple markets. AI evaluates the relevance of materials, selects significant changes, and produces themed digests.
The task
Automate competitor monitoring across several markets: detect product changes and significant events, select relevant material and deliver digests to the staff who need them.
Collecting and analyzing sources
The platform gathers publications from feeds, messenger channels, websites and documents. Files are processed with text recognition (OCR).
We built a processing pipeline with two-stage relevance scoring: a preliminary filter on the headline and a detailed analysis of the full text. Semantic duplicates are merged while links to all sources are preserved.
Delivering results
Events are linked to companies and sources are separated by market. Themed digests are delivered via messenger, team chat and email.
Clients in Russia, the Middle East and Latin America use the platform.