Data foundations
Trusted pipelines, semantic models, and quality controls that create one dependable language for the business.
/ Capability 03
Models / Forecasting / Decision systems
Turn evidence into direction.
We build the analytical foundations and predictive systems that help teams see what is happening, understand why, and decide what to do next. That means joining technical rigour with the realities of the business.
/ Point of view
Data creates value only when it changes a decision. We design backwards from that decision to the signals, models, and interfaces it requires.
/ What we build
Connected capability.
End-to-end responsibility.
Predictive modelling
Forecasting, classification, recommendation, and optimisation models designed around usable confidence.
Decision intelligence
Operational interfaces that combine data, model outputs, constraints, and human judgment at the point of action.
Experimentation
Measurement frameworks and causal methods that separate genuine progress from attractive noise.
/ How we work
A rigorous path
to useful.
Define the decision
Name the action, owner, cadence, and cost of being wrong.
Audit the signal
Assess sources, lineage, quality, bias, gaps, and the practical route to trust.
Model and validate
Build the simplest sufficient approach, then test it against robust baselines.
Embed the outcome
Put insight inside the workflow and monitor drift, adoption, and business impact.
/ Representative work
Systems in context.
03.1
Audience intelligence
Discovery shaped by real behaviour
A unified behavioural model revealing segments, affinities, and opportunities across a global music audience.
- Live segmentation
- Propensity models
- Actionable cohorts
03.2
Operational forecasting
Planning with a clearer horizon
Demand signals translated into forecasts and scenario tools that help teams allocate resources with confidence.
- Scenario planning
- Uncertainty ranges
- Decision tracking
/ Trusted context
“AlienCode connected the analytical work to the decisions our teams make every day. That changed adoption completely.”
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