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Document AI

GenAI Copilot for Structured Finance

The challenge Structured finance analysts dig through term sheets, models, portfolio data, committee memos, and emails before real analysis can start. Knowledge sits in…

Multimodal Document Intelligence for Claims Review & Compliance

The challenge Claims and compliance teams work through scanned forms, PDFs, email threads, and evidence files. The facts they need are buried in unstructured…

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…

Legal Document Categorisation

The challenge Legal teams receive large volumes of contracts, filings, and correspondence. Sorting and routing them by hand is slow, expensive, and error-prone. What…

RAG Knowledge Assistant for Financial Services

The challenge Knowledge in financial organisations is spread across policies, procedures, product sheets, and years of reports. Staff lose hours searching, and two people…

AI Patent Analysis and Technology Trends

The challenge Patent databases hold millions of documents. Mapping competitors, technology trends, and white space by hand takes weeks. What we built We built…

GenAI Copilot for Structured Finance

The challenge Structured finance analysts dig through term sheets, models, portfolio data, committee memos, and emails before real analysis can start. Knowledge sits in…

  • Strategy

    A multi-agent GenAI framework with RAG, role-based access, and continuous quality monitoring.

  • Design

    Domain-tuned agents connected to the data lake and document stores, a conversational UI, and a quality dashboard.

  • Client

    FinTech startup in New York (USA)

  • Tags

    chatbot, data lake, Finance, genai

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Multimodal Document Intelligence for Claims Review & Compliance

The challenge Claims and compliance teams work through scanned forms, PDFs, email threads, and evidence files. The facts they need are buried in unstructured…

  • Strategy

    Extract and link fields with AI, verify them against source passages with RAG, and keep a human reviewer in the loop.

  • Design

    A document intelligence platform with OCR, AI extraction, RAG evidence search, and a reviewer workflow.

  • Client

    Insurance, finance, and regulated service providers in the EU

  • Tags

    claims, compliance, document-intelligence, Finance, nlp, ocr, RAG, workflow

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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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Legal Document Categorisation

The challenge Legal teams receive large volumes of contracts, filings, and correspondence. Sorting and routing them by hand is slow, expensive, and error-prone. What…

  • Strategy

    Train domain-specific classification models and plug them into the document flow.

  • Design

    A legal document categorisation tool, proven in an operational setting.

  • Client

    Legal sector

  • Tags

    Legal

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RAG Knowledge Assistant for Financial Services

The challenge Knowledge in financial organisations is spread across policies, procedures, product sheets, and years of reports. Staff lose hours searching, and two people…

  • Strategy

    Ground a GenAI assistant in approved documents with RAG, show the source for every answer, and keep data in the client's environment.

  • Design

    A production AI knowledge assistant with cited answers, built on the organisation's own content.

  • Client

    Finance sector

  • Tags

    Finance

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AI Patent Analysis and Technology Trends

The challenge Patent databases hold millions of documents. Mapping competitors, technology trends, and white space by hand takes weeks. What we built We built…

  • Strategy

    Analyse and cluster patents with AI, then surface trends and active players.

  • Design

    An AI patent analysis and technology trends system.

  • Client

    Science sector

  • Tags

    Science

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