The Problem
The client ran an attractive core business that was coming under pressure. A significant share of revenue was at risk. The question was direct. Could the company offset that risk by investing in data analytics, and if so, where?
The backdrop was a market that had named data and analytics a top priority for a decade while adoption lagged. The largest institutions had pulled ahead. Most community banks and credit unions still felt unprepared. That gap was either the opportunity or the warning, and the analysis had to establish which.
The Results
The work delivered a market assessment, a product assessment, a triangulated synthesis of the two, and a business case the leadership could act on.
The market assessment sized demand and segmented it by institution type and analytical maturity. The product assessment tested where the company's offering actually fit that demand. A recruited pilot cohort of banks turned opinion into evidence. The result was a go-to-market plan grounded in what the data showed and what operators said, rather than in either one alone.
Key Techniques
- SCQA framing built around one explicit strategic question.
- MECE workstreams: market assessment, product assessment, and triangulation and synthesis.
- Hypothesis-driven inquiry that asked what would have to be true for the business to work.
- Evidence triangulation across independent sources, with real and illustrative figures labeled as such.