Best Practices for Designing Enterprise RAG Systems
Retrieval-Augmented Generation is moving from prototype to production. Learn the architecture best practices for building scalable, accurate, and secure RAG systems.
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HMRC
Delivering secure, high-scale data solutions for UK Government.
Home Office
Supporting critical public safety infrastructure with robust cloud architecture.
Pfizer
Accelerating pharmaceutical innovation through advanced data analytics.
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We believe that modern data problems require modern engineering solutions. We don't just migrate data; we transform how organizations operate. By leveraging open standards and rigorous automation, we empower our clients to own their future.
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Senior-Led Delivery
We deploy small, high-impact teams of senior engineers who have "seen it all" across public and private sectors.
Vendor Agnostic
We advocate for the right architecture for your needs, not the licence we want to sell.
Security Focus
From Zero Trust to G-Cloud compliance, security is baked into our designs from day one.
Open Data Foundations
We build on open standards (Iceberg, Delta Lake) to dismantle silos. Your data belongs to you, not a vendor.
Vendor-Agnostic Migration
Whether moving from Oracle to BigQuery or Hadoop to Databricks, we ensure a seamless transition with zero data loss.
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Success Stories
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Proven Methodology
See how we help businesses transform with data and AI.HMRC: EU Exit & NCTS
Challenge: Scaling critical NCTS infrastructure for EU Exit.
Solution: Re-platformed to AWS using Cloudera, Pentaho, and Solr.
Outcome: Enabled zero-downtime customs processing during Brexit transition.
Public Safety: Secure Cloud Architecture
Challenge: Critical national infrastructure lacked scalability.
Solution: Re-architected to AWS Serverless with Zero Trust security.
Outcome: 99.99% uptime for critical 24/7 operations.
Pfizer / Seagen: Warehouse Migration
Challenge: Modernising large-scale analytics infrastructure.
Solution: Orchestrated seamless migration from AWS Redshift to Snowflake.
Outcome: Scalable, unified data platform supporting advanced oncology research.
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