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Service 03

Data and Cloud

Every AI ambition inherits the weaknesses of the data beneath it, and most data platforms were built for reporting rather than for systems that act. We build the ingestion, transformation and governance layers that make analytics reproducible and AI possible.

What we deliver

  • Batch and streaming ingestion with contract testing and lineage
  • Cloud architecture and landing zones across AWS, Azure and Google Cloud
  • Data modeling, quality monitoring and drift alerting
  • Migration off brittle notebooks, spreadsheets and scheduled scripts
  • Cost management and workload right-sizing

What you end up with

  • Traceable lineage when someone asks where a number came from
  • Reproducible pipelines rather than a laptop that must not be turned off
  • Cloud spend attributable to teams and products
Quality alerts01IngestBatch and stream02ContractSchema and tests03ModelTransform and store04ServeProducts and APIs05GovernLineage and access06MonitorFreshness and drift
Contracts at the edges and lineage throughout, so a number can always be traced to its source.

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