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For more than fifteen years, my work has revolved around a single mission: helping organizations make sense of their data. From global enterprises to research institutions, the challenge was always the same, information was available, but understanding was not. Data warehouses, pipelines, dashboards, and analytical tools improved year after year. Yet companies struggled to achieve the one outcome that mattered: turning information into confident, actionable decisions. The missing ingredient wasn't more data. It wasn't bigger models. It was context.
