Back

Data platforms

Integrated Environmental Data Lake for Real-Time Monitoring & Classification

The challenge Environmental data comes from field sensors, labs, satellite layers, and PDF reports, each in a different format and rhythm. Anomalies are noticed…

Financial Data Lake for Trusted Reporting

The challenge Financial data sits in core systems, spreadsheets, and third-party feeds. Month-end reporting drags on, and figures rarely match between finance, risk, and…

Cybersecurity Data Lake with Outlier Detection

The challenge Security teams hold data from many tools but have no single view. Unusual activity hides in the noise. What we built We…

AI and Data Lake for the Circular Economy in Energy

The challenge Energy companies need to track materials, waste, and reuse to meet circular economy and ESG goals, but the data is scattered across…

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…

Integrated Environmental Data Lake for Real-Time Monitoring & Classification

The challenge Environmental data comes from field sensors, labs, satellite layers, and PDF reports, each in a different format and rhythm. Anomalies are noticed…

View Project

Financial Data Lake for Trusted Reporting

The challenge Financial data sits in core systems, spreadsheets, and third-party feeds. Month-end reporting drags on, and figures rarely match between finance, risk, and…

  • Strategy

    Centralise, clean, and model the data once, then serve reporting, analytics, and AI from the same layer.

  • Design

    A production financial data lake ready for analytics, reporting, and AI.

  • Client

    Finance sector

  • Tags

    Finance

View Project

Cybersecurity Data Lake with Outlier Detection

The challenge Security teams hold data from many tools but have no single view. Unusual activity hides in the noise. What we built We…

  • Strategy

    Centralise security data in a data lake and apply outlier detection.

  • Design

    A cybersecurity data lake with automated outlier detection.

  • Client

    Telecommunications sector

  • Tags

    Telecommunications

View Project

AI and Data Lake for the Circular Economy in Energy

The challenge Energy companies need to track materials, waste, and reuse to meet circular economy and ESG goals, but the data is scattered across…

  • Strategy

    Bring operational and material data into a data lake and analyse it with AI.

  • Design

    An AI and data lake model for the circular economy in energy.

  • Client

    Energy sector

  • Tags

    Energy

View Project

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

View Project