What we do
We help founders and SMB teams stop flying blind. We pull data from your tools and legacy systems
into a reliable model, then ship dashboards, KPIs and alerts tied to real decisions. You get
value in weeks, with a foundation that scales as you grow.
Key Activities
- Data source audit & ingestion strategy
- Business-first modelling (canonical entities & metrics)
- ETL/ELT pipelines with performance, reliability & observability
- Storage and query optimisation (partitioning, indexing, compression)
- Executive dashboards & self-serve reporting
- Data quality rules & anomaly alerts
- Founder track record: Delivered MDM systems handling 100M+ records/day.
Tech Focus
- ClickHouse, SQL Server, columnar and relational blends
- Python & Go for ingestion and transformation
- BI tools or embedded dashboards, depending on users
- Structured logging & metrics for pipeline observability
- Performance profiling & cost efficiency
Deliverables
- KPI definitions and data opportunity brief
- Canonical data model & storage specification
- Automated ingestion & transformation pipelines
- Executive dashboard pack (first version)
- Data quality rules & alerting baseline
- Operational metrics dashboard and runbooks
Growth Opportunities
Once the foundations are in place, we can help you turn analytics into differentiation and new
revenue streams.
- Operational command centre: real-time visibility across sales, operations and finance
- Customer intelligence: cohorts, retention, lifetime value (LTV) and churn early warning
- Forecasting & planning: demand, cash flow and capacity with confidence ranges
- Automated alerts and process triggers to replace manual checks
- Customer or partner dashboards and data feeds you can sell
Outcomes
One source of truth for key numbers, fewer manual spreadsheets, and decisions made with
confidence. Teams ship and adjust faster, and you're set up for predictive analytics and
data-driven product features as you scale.