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Data & Business Intelligence

One set of numbers everyone can trust.

Pipelines, warehouses and dashboards leadership can actually act on.

When to call us

You'll recognize the situation

  1. 01

    Monday's numbers differ depending on who pulled them, and the meeting is about the difference.

  2. 02

    The data exists, in six tools that have never agreed with each other.

  3. 03

    Leadership decides on last month's spreadsheet because live numbers don't exist.

What we deliver

The work itself

Enterprise data ecosystems
A single, governed source of truth across sales, operations and finance: modelled, tested and documented.
ETL / ELT pipelines
Scheduled, idempotent pipelines that survive failed nights. Monday's numbers are never double-counted.
Analytics platforms & dashboards
Live KPIs with alerting, plus executive dashboards that retire the end-of-month spreadsheet ritual.
KPI instrumentation
Metric definitions that live in one place, so every team argues about the decision instead of the number.
The system

How it holds up in production

SalesCRM · paymentsOperationsERP · bookingsFinanceinvoicesIntegration Hubscheduled · reliableAnalytics Warehousesingle sourceTrusted Metricstested definitionsLive Dashboardsreal-time KPIsSmart Alertsnotify the team
  1. 01Data flows are safe to re-run. A failed overnight job recovers cleanly, so the numbers are never double-counted.
  2. 02Dashboards read trusted, tested metrics with a single definition, so teams debate the decision instead of the number.
  3. 03Automated alerts watch the thresholds that matter, so leadership hears about issues from the system, not from customers.
Deliverables

What lands on your desk

  • Governed warehouse
  • Tested pipelines
  • Metric definitions
  • Executive dashboards
  • Alerting
  • Documentation

StackSQL·PostgreSQL·Python·ETL·Metabase·Redis

How we engage

Get trusted numbers

Describe the problem in one paragraph. We'll answer with feasibility, approach, and a budget shape.