Four Practical Ways We Modernize Your Data & Cut Costs.
We help enterprises replace slow reports, crashing databases, and high cloud bills with reliable, automated data platforms.
One Trusted Source of Truth in the Cloud
We unify your finance, operations, and customer data into a single governed platform on AWS, Snowflake, or Google Cloud.
- Business Result: Accurate executive dashboards every morning with 100% regulatory auditability.
- Proven At: Yahoo Inc. ($5B M&A), Siemens Mobility (£1.6B Rail), and Türk Telekom.
10x Faster Delivery with Safe AI Tools
We use AI tools to speed up data modeling, lineage checks, and tuning work. We developed AI Skills and MCP solutions for Data Engineering, Data Architecture and Governance development/audit as well as DB Performance Tuning.
- Business Result: 10x faster feature delivery and 60% faster onboarding for new engineers.
- Security Built-In: Runs safely inside your own cloud network with full cost controls.
Turn 14.5-Hour Delays into 3.5-Hour Feeds
We replace slow overnight data jobs and 6-month security approval queues with PyArrow C++ zero-copy streaming and pre-approved cloud environments.
- 4x Faster Data Loads: Cut daily batch windows from 14.5 hours to 3.5 hours using 90% less server memory (300,000 rec/sec).
- 6-Minute Releases: Pre-accredited Packer Golden AMIs cut software deployment from 6 weeks to 6 minutes.
Stop Outages & Cut Cloud/License Bills
Before you spend millions on new database hardware or cloud upgrades, we tune your existing systems (Oracle Exadata 19c DBRM v5.0 & SQL offload) and eliminate waste.
- ~22% Cloud Savings: Identify and eliminate unused AWS, Snowflake, and Google Cloud spend.
- >£1M/yr License Savings & Zero Crashes: Unlock +40% more capacity on Oracle Exadata and eliminate 100% of SQL Server crashes.
How We Deliver Without Disruption
Forensic Audit & Blueprint
We audit your database plans and cloud bills in Week 1 and share clear Architecture Decision Records (ADRs) and Video RFCs.
Production Build & AI Factory
We deploy production code, non-invasive SQL fixes, and AI tools directly inside your VPC with automated CI/CD checks.
Live Telemetry & Handover
We verify the speed and cost improvements and train your team so you own 100% of the solution with zero vendor lock-in.
"Helped the team bridge the gap between development and operations, ensuring smooth CI/CD pipelines, scalable infrastructure, and efficient deployment strategies. Their deep understanding of cloud technologies and automation was instrumental in reducing downtime."
"A brilliant database developer and architect. At Bank of America Merrill Lynch, responsible for everything ranging from SQL optimisation, stored procedures, and ETL jobs to integrating our DB with the central data grid of the Bank."
"Re-architected the whole relational backend and multidimensional calculation model of a performance scorecard system generating scores for 20k+ employees daily, drastically improving overall performance and scalability."
Core Technologies We Work With
| Area | Platforms & Tools |
|---|---|
| Cloud & Data Platforms | AWS (Redshift, S3, EKS, Glue, Lake Formation), Snowflake, Google BigQuery, Terraform, Packer |
| Data Engineering & Modeling | Data Vault 2.0 / 2.1, Kimball Star Schema, dbt, Apache Airflow, DuckDB, Polars, PyArrow |
| Enterprise Databases | Oracle Exadata 19c RAC (DBRM v5.0), Microsoft SQL Server, PostgreSQL, InfluxDB |
| Practical AI & Governance | AI-Assisted Data Factory, FastMCP, AI Skills, tokener AI FinOps, Looker, Power BI |