Data analysis and evidence systems
Analysed client payments, transactions and profitable products for a software provider serving global brands. Sized the market and prioritised 1,750 high-value prospective accounts across North America, Europe, the Middle East and Asia-Pacific; delivered dashboards and target lists refined with executive feedback for commercial teams.
Mapped execution, contracts, budgets, ownership and technology readiness into 24 operating requirements and seven implementation factors. Compared 18 systems through a weighted model to strengthen executive visibility, responsibility for delivery and implementation readiness.
Definitions, assumptions, dependencies and output formats established with other workstreams early.
Observed data, derived values and judgement are separated so the logic can be reviewed.
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