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Data Strategy

Predictive Analytics

Modern data stacks done right — ingestion, modelling, governance, and the dashboards that finally get used. We build the pipelines and the analytics layer your team will actually trust, with documentation, lineage, and tests that catch silent breakages before the CFO does.

Outcome Snapshot
Test Coverage100%
Pipeline SLA<5min
Source of Truth
What We Do

Capabilities under this practice

Data Warehousing

Modelled, tested, documented warehouses with version-controlled transformations.

Pipelines & Orchestration

Reliable ETL/ELT with monitoring, retries, and incremental loads.

Predictive Models

Forecasting, churn, LTV, and segmentation models delivered into product surfaces.

Self-Serve Analytics

Semantic layers and dashboards stakeholders actually open every morning.

How We Engage

A clear three-phase rhythm

01
1 week

Map

Inventory sources, surface metric definitions, and prioritise.

  • Source map
  • Metric dictionary
  • Roadmap
02
3–6 weeks

Model

Stand up the warehouse, transformations, and quality tests.

  • dbt project
  • Tested marts
  • Lineage graph
03
Ongoing

Activate

Ship dashboards and push insights into operational tools.

  • Dashboards
  • Reverse-ETL syncs
  • Predictive models
Tooling We Lean On

The stack behind the work

BigQuery · Snowflake · Databricksdbt · Airflow · DagsterPython · SQLLooker · Metabase · customReverse ETL (Hightouch, Census)
Outcomes Clients Talk About

What changes after we ship

  • End the era of conflicting numbers in different decks.
  • Forecast with confidence intervals, not vibes.
  • Empower every team to self-serve trustworthy data.
Ideal Engagement Profile

You'll get the most out of this if

  • Operators making decisions on stale or conflicting data
  • Finance & RevOps teams stitching together exports
  • Product teams instrumenting for the first time
Common Questions

Answered before you ask

We have a mess of spreadsheets — where do we start?

Right there. We pick the metric that matters most, build the pipeline behind it, and prove the pattern before going wide.

Do you replace our analysts?

We make them faster — by removing the data-plumbing work that eats their week.

Continue Exploring

Other practice areas

Studio open · accepting Q3 engagements

Let's build
something inevitable.

Tell us what you're building. We reply to every credible brief within one business day with a path forward — and an honest read on whether we're the right fit.