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Media

AI-Driven Reputation Intelligence for Fashion Talent & Campaigns

The challenge Reputation risk in fashion moves fast across news, social channels, and forums, in many languages. Teams rely on screenshots and gut feel,…

News Classification and Entity Extraction

The challenge Newsrooms and archives publish and store huge numbers of articles. Tagging them by topic, people, and organisations by hand is slow and…

Brand Online Presence Analytics

The challenge Media and brand teams publish across websites, social channels, and partner platforms. Knowing how the brand is actually seen means stitching numbers…

Advanced Content Crawling for Media

The challenge Media, monitoring, and research teams need large volumes of web content. Generic scrapers break when sites change, miss content, or fill the…

Universal Data Ingestion Pipeline for GenAI & RAG

The challenge Company knowledge sits in PDFs, spreadsheets, XML and JSON, scans, recordings, and videos. Classic ETL is rigid and format-specific, so every GenAI…

AI-Driven Reputation Intelligence for Fashion Talent & Campaigns

The challenge Reputation risk in fashion moves fast across news, social channels, and forums, in many languages. Teams rely on screenshots and gut feel,…

  • Strategy

    Combine web-scale collection with entity resolution and narrative analytics, with every signal traceable to its source.

  • Design

    Web crawling into a lakehouse, AI entity linking and sentiment analysis, and an alerting and review workflow.

  • Client

    Fashion brands, agencies, and campaign teams in the EU and global markets

  • Tags

    analytics, entity-resolution, fashion, Media, monitoring, nlp, reputation, risk, web-crawling

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News Classification and Entity Extraction

The challenge Newsrooms and archives publish and store huge numbers of articles. Tagging them by topic, people, and organisations by hand is slow and…

  • Strategy

    Combine machine learning classification, clustering, and named entity extraction in one pipeline.

  • Design

    A news classification and entity extraction system, proven in an operational setting.

  • Client

    Media sector

  • Tags

    Media

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Brand Online Presence Analytics

The challenge Media and brand teams publish across websites, social channels, and partner platforms. Knowing how the brand is actually seen means stitching numbers…

  • Strategy

    Collect channel data automatically and reduce it to reach, sentiment, and share of conversation.

  • Design

    A qualified brand presence analytics tool with one cross-channel view.

  • Client

    Media sector

  • Tags

    Media

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Advanced Content Crawling for Media

The challenge Media, monitoring, and research teams need large volumes of web content. Generic scrapers break when sites change, miss content, or fill the…

  • Strategy

    Crawl many sources, clean and structure the content on the way in, and keep feeds stable when sites change.

  • Design

    A qualified content crawling system that delivers analysis-ready data.

  • Client

    Media sector

  • Tags

    Media

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Universal Data Ingestion Pipeline for GenAI & RAG

The challenge Company knowledge sits in PDFs, spreadsheets, XML and JSON, scans, recordings, and videos. Classic ETL is rigid and format-specific, so every GenAI…

  • Strategy

    One format-agnostic ingestion layer, a schema-agnostic knowledge model, and storage in SQL, vector, and graph databases.

  • Design

    Modular processors with OCR and speech-to-text, enrichment for embeddings and summaries, and pluggable storage.

  • Client

    Media company from Germany (EU)

  • Tags

    data ingestion, data lake, data processing, graph db, Media, RAG, vector db

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