Multi-trade workshops
Collection of operational difficulties and co-construction of cases with the teams.
Customer case · Finance · Morocco
A portfolio assessed on business value, feasibility and viability, then organized into deployment waves.

Align AI initiatives with operational excellence, productivity and risk management. The business departments worked together to transform their needs into a comparable and quantified portfolio.
Collection of operational difficulties and co-construction of cases with the teams.
Analysis of value, costs, available data and technical dependencies.
Scoring impact, feasibility and viability; distinction between quick wins, strategic projects and foundations.
Deployment proposed in waves, monitoring indicators and support for change.
Concrete applications for business teams.
Compare clauses, prepare documents and flag points for review by lawyers.
Gather useful sources and produce a summary for the financial teams.
Use business documents to prepare analyzes and decision support.
Framework the automation of settlement flows and their controls.
A portfolio of 20 evaluated cases, a business case and a deployment trajectory presented to management. The gains quantified in the study are estimates intended for arbitration.
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