Services

From data-engineering foundations to production AI – the full stack of what we do.

Trusted by teams from leading companies:

  • Great AI is only as good as the data beneath it – and data engineering is where CFT has spent three decades. We modernize legacy warehouses into open lakehouses (Databricks, Snowflake, Fabric) and build the orchestrated, observable pipelines that keep them fed. Our edge is rigor at the foundation: ETL/ELT, cleansing, and the balancing and reconciliation that give regulated organizations audit-ready, control-total integrity. We add the semantic layer that governs every metric and the AI-ready data products and vector stores that power RAG – with lineage and PII masking throughout.

    Insurance Sector
    • Lakehouse modernization

      Databricks, Snowflake, and Fabric on open formats.

    • ETL/ELT & reconciliation

      Cleansing, batch processing, and control-total integrity.

    • Pipeline orchestration & DataOps

      Scheduled, dependency-aware pipelines with observability.

    • Semantic / metrics layer

      One governed definition across every BI tool and AI query.

    • AI-ready data & vectors

      Real-time data products and vector stores for RAG.

    • Mapping, lineage & governance

      Source-to-target mapping, lineage, and PII masking.

What sets our delivery apart

  • Data-first

    A data engineering and data science heritage, not a bolt-on.

  • Domain-grounded

    30+ years across insurance, finance, manufacturing, and retail.

  • Governed by design

    Aligned to NAIC, NYDFS, ISO 27001, and SOC 2.

  • Senior-led

    10+ years’ experience, with teams across the US and Europe.

  • Production AI

    Agentic and generative systems that actually ship.

  • Proven

    A 100% delivery record and proprietary accelerators.

Let’s build what’s next. Get in touch.