Shades

• Identify sources of value • Analyze existing processes and identify points of friction, time loss, unreliability or underutilization of data • Map improvement opportunities related to data, automation, AI or predictive analytics • Prioritize use cases based on business value, feasibility and operational impact • Identify key data already available within the company and data that remain difficult to collect, consolidate or exploit • Contribute to improving the reliability, clarity and flow of useful information • Scope the selected projects with the teams involved • Translate business needs into clear operational workstreams • Coordinate internal stakeholders and, where applicable, external partners • Define project tracking indicators: time savings, improved reliability, simplification, decision-quality, adoption, operational efficiency