CFT designs and deploys agentic and generative AI that runs inside your existing processes: agentic underwriting and submission triage, claims and FNOL automation, document intelligence, and reporting copilots that cite their sources. Every solution is anchored to your data and your rules – so answers are accurate, explainable, and auditable. Built on our data engineering heritage, with model validation, bias testing, and documentation aligned to the NAIC Model Bulletin and NYDFS, our AI holds up in regulated environments – and delivers measurable advantage.
Trusted by teams from leading companies:
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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.
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Lakehouse modernization
Databricks, Snowflake, and Fabric on open formats.
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ETL/ELT & reconciliation
Cleansing, batch processing, and control-total integrity.
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Pipeline orchestration & DataOps
Scheduled, dependency-aware pipelines with observability.
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Semantic / metrics layer
One governed definition across every BI tool and AI query.
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AI-ready data & vectors
Real-time data products and vector stores for RAG.
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Mapping, lineage & governance
Source-to-target mapping, lineage, and PII masking.
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What sets our delivery apart
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Data-first
A data engineering and data science heritage, not a bolt-on.
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Domain-grounded
30+ years across insurance, finance, manufacturing, and retail.
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Governed by design
Aligned to NAIC, NYDFS, ISO 27001, and SOC 2.
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Senior-led
10+ years’ experience, with teams across the US and Europe.
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Production AI
Agentic and generative systems that actually ship.
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Proven
A 100% delivery record and proprietary accelerators.