The work behind the platform is available on its own.

What we do

Six things we are genuinely good at.

Each one links to a case study where we did it, with the numbers we recorded at the time.

• Data platforms

  Lakes, warehouses and the pipelines between them

  Consolidating fragmented estates into one platform people trust. We have merged parallel Teradata, Netezza and Hadoop environments, and migrated hundreds of tables to cloud warehouses with validation proving target matched source.

  Data lake consolidation →

• Streaming & real time

  Systems that answer while the answer still matters

  Event pipelines at production scale — including one ingesting 17,000 events per second and 3 TB a day — with the late-arriving-data handling that keeps the numbers correct when brokers fail.

  17K events/sec pipeline →

• Machine learning

  Models that run on all the data, not a sample

  Feature engineering and ML pipelines built for scale. We took one propensity system from sampled data and 18-hour training runs to the complete dataset across 30 million customers, training 19,000 models in three hours.

  18h → 3h, 19,000 models →

• Analytics

  Dashboards people actually trust

  The hard part is rarely the chart. We define metrics with the business first — over forty KPIs on one engagement — so two dashboards cannot disagree in front of an executive.

  40+ KPIs defined and built →

• Cloud & platform

  Infrastructure as code, environments you can rebuild

  Serverless AWS and GCP architectures defined entirely in Terraform. Reproducible environments, cost proportional to use, and no snowflake servers nobody dares touch.

• Product & platform

  Multi-tenant SaaS, built to be extended

  We build multi-tenant platforms with tenant isolation, row-scoped permissions, plan entitlements and a module system — the architecture our own product runs on, with 164 declared features across 52 shared capabilities.

  See the platform →

• Robotics & IoT

  Where hardware meets the data platform

  Prototyping, PCB and mechanical design, sensor and device integration, and the ingestion platforms that turn device telemetry into something a business can act on.