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    Overview

    Excel runs more businesses than any other tool, and it burns more skilled hours than any other tool. The monthly report that takes three days of copy-paste. The pricing model only one person can safely touch. The workbook that breaks when a column moves. None of that is an Excel problem. It's an automation problem.

    We automate the pipeline around your spreadsheets: pulling in source data (including PDFs, using the same document-parsing capability that powers MyBudgetNerd), transforming it reliably, and producing the workbook or report your team already knows. On schedule, without the re-keying, without the silent errors.

    Problems // Solved

    Recurring reports consume days of skilled analyst time on mechanical work

    Business-critical workbooks are fragile, unversioned, and understood by one person

    Data arrives as PDFs or exports that someone re-keys by hand

    Errors slip in quietly and surface in front of leadership

    Already Built

    A Worked Example

    MyBudgetNerd’s document pipeline

    PDF bank statements in, every transaction extracted and categorized by a machine-learning pipeline, no re-keying and no credentials handed over. It is the same parsing capability we point at monthly reporting workbooks, running against real documents for paying subscribers.

    Go and look

    Typical Engagement

    Two ways in: a 2–3 week fixed-scope diagnostic that traces where the analyst hours actually go, or 4–6 weeks to the whole pipeline running on schedule. Most start with the diagnostic.

    What You Get

    Hours back every week

    Recurring reporting runs on schedule. Your analysts do analysis instead of assembly.

    Errors caught, not shipped

    Validated, versioned pipelines replace manual re-keying, so mistakes get caught before distribution.

    A path to real BI

    Automated spreadsheets are the natural first step toward live dashboards when you're ready.

    TechnologiesPythonopenpyxl / PandasPDF parsingFastAPIAWSScheduled pipelines
    Next Step

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    Decision Intelligence Systems

    Athena Data Labs

    Designed, built, shipped, and run by us.

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    A division of Athena Analytics L.L.C.