How we work

Co-creation with Problem-Solution teams

• The Problem team is formed to work on business themes based on shared understanding of the outcomes to be achieved. The Problem Team’s task is to define use cases and their related decision points in such a way that they can be addressed analytically.
• The Solution team is formed to work on and iterate over the practical solution driven by desired business outcomes.

Define and Prioritize

Define, clarify and prioritize needs.

Describe solvable parts.

Collect data with qualitative and quantitative methods.

Phase 1 – launch pad

Phase goals

Identify business/operational pains, challenges and requirements; quantify potential value and define success metrics.

Create understanding of current operations and processes.

Define key points where analytical intelligence will be injected into systems and processes.

Develop and Test

Identify steps, synchronize data and set goals.

Develop and test the analytical models and associated processes.

Create scenarios.

Phase 2 – Rocket Launch

Relate data to business problems, plan analytical data view, connect to current data assets.

Transform raw data to produce variables that describe the activity and state of systems/entities being modelled, and dynamics of how these are changing.

Design, build and test predictive models, evaluate performance technically, then test effectiveness against business objectives.

Deploy and Automate

Combine analytical outputs with specialist domain knowledge.

Implement validated analytical processes into everyday decision-making.

Phase 3 – Mission Control

Configure delivery of outputs – scores, alerts, recommendations, etc. – to operational systems and end-users.

Publish production-ready analytical processes for continuously monitoring / scoring latest data and triggering outputs / actions . 

Install in automation environment. Configure to run, monitor and manage the processes and the models they include.