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    QKELE - Data, Simpler.

    Find what changed. Understand why. Prove it.

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    0Launched Oct 2026
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    What is QKELE - Data, Simpler.?

    QKELE is an evidence-first data investigation platform built to help businesses understand what changed across versions of their data. Compare spreadsheets and documents, identify meaningful additions, removals, and value changes, connect related findings, and trace each result back to its underlying evidence. Designed for finance, operations, sales, reporting, reconciliation, and audits. Deterministic at its core, with optional AI assistance for deeper context.

    What it solves
    • Comparing data versions manually is slow and makes important changes easy to miss.
    • Basic comparison tools show differences without explaining what matters or why.
    • Related changes are often scattered across files, making investigations harder.
    • Teams need traceable evidence to understand and resolve data discrepancies.
    How it works
    • Upload previous and current versions of your business data or documents.
    • QKELE deterministically identifies additions, removals, and changed values.
    • Related findings are grouped and traced back to their underlying evidence.
    • Optional AI provides context and explanations without replacing the evidence.

    Key Features

    Deterministic data comparison

    Related change detection & investigation

    Traceable Source Evidence

    Optional AI-Powered Explainations

    Integrations

    StripeGoogleGithubMicrosoft

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    Meet the Team

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    QKELE - Data, Simpler.