White papers
Make better AI and customer growth decisions
Practical guides to choosing worthwhile AI investments, improving customer retention, and measuring the value your business actually gains.
Use the frameworks, worked examples, and questions in these papers to make your next decision with clearer evidence. Both papers are free to read here.
AI investment and delivery
Turning AI Pilots into Measurable Business Results
Decide whether an AI pilot should grow, change direction, or stop. Connect technical performance to the costs and outcomes that matter to your business.
- Choose a useful workflow and a measurable outcome.
- Separate time saved from cash savings.
- Build evidence for a confident scale-up decision.
Customer growth and loyalty
Using Customer Data to Improve Retention and Value
Find out which customer actions create value. Connect targeting, incentives, and measurement so retention activity earns its place in your growth plan.
- Distinguish churn risk from the effect of an offer.
- Compare outcomes fairly with a control group.
- Measure contribution after incentives and costs.
Apply the ideas to your business
Bring one decision, the outcome you want to improve, and the data you can observe. We can help you identify the evidence you need and a practical next step.
Discuss your business opportunity