AI Lab

AI from the platform side, in three layers.

Three layers: governed data at the base, the ML platform on top of it, and AI experiments on topAI experimentsML platformGoverned data
Experiment

AI experiments

New ways to put governed data in front of people and assistants.

  • Executive data walkthrough

    Bilingual React and three.js story with synthetic data; every claim traced to a delivery document.

    Project
  • Governed AI access

    Design exploration in proposals: assistants reach enterprise data through the platform’s own policies, lineage and audit.

Platform support

ML platform

Running ML workloads on Cloudera for data science teams.

  • Containerised ML workflows

    Deployed on CDP Private Cloud through the same gated CI/CD path as every other job.

    Case study
  • Cloudera Machine Learning

    Platform administration alongside CDP at BBI.ai.

    Constellation
Production

Governed data

Structured, traceable data is what every AI use case starts from.

  • Evidence into queryable data

    Deterministic OCR and rule-based extraction, with hashes and source references on every curated record.

    Case study

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