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Client / projectProblemSolutionImpactTools / stack

# A growing service business: from friction to a clearer workflow ## The challenge Manual reporting was slow and inconsistent. ## The approach AI Scraping Lab designed and delivered a browser-based reporting workflow with automated validation. The work focused on an adoption-friendly experience, clear ownership, and measurable operational value. ## Results Reduced report preparation time by 70% and gave leaders a reliable weekly view. ## Delivery stack Python, Excel, Power BI ## What this means The team can spend less time preparing information and more time acting on it.