Recent case studies

Real systems we shipped, with the lessons that generalise.

• Business Intelligence

  Building a data-driven company

  Five practical steps to make your organisation data-driven: define goals and KPIs, collect data from all sources, build analysis infrastructure, use data for development, and create a data-driven culture.

• Data Management

  Change Data Capture at scale

  Lessons from building a CDC system in the spirit of Airbnb's SpinalTap: lossless, scalable, performant, consistent, fault tolerant, and extensible.

• Data Integration

  ETL to ELT: a cloud-era shift

  Why modern ELT tools like Matillion on Snowflake deliver lower TCO, faster development, and cleaner governance than legacy ETL pipelines.

• Retail

  Advanced analytics in retail

  Six barriers to adoption — and six strategies to overcome them. A practical playbook for retailers serious about analytics.

• SaaS Creation

  Vibe coding for SaaS in 2025

  Vibe coding is no longer experimental. For startups, MVPs, and medium-scale SaaS, it's faster, cheaper, and flexible — with the caveat that enterprise-scale still needs experienced engineers.

• Engineering

  Low-code vs no-code

  Low effort, presets, templates, default components. The trade-off: no-code is a UI builder; low-code is a configuration surface that still lets you bring in custom code.