Vayom AI

    Built for Analysts

    Stop Formatting Spreadsheets. Start Making Decisions.

    You were hired to be an analyst. But you spend 80% of your month cleaning data, chasing duplicates, and rebuilding broken reports. RIAA automates the data prep so you can do the work that actually matters.

    Your Time, Reclaimed

    The 80/20 Flip

    Today

    One work month
    80%
    20%
    • 80% Data cleaning, dedup, format fixing, broken formulas, report rebuilding.
    • 20% Actual analysis and decision-making.

    With RIAA

    One work month
    10%
    90%
    • 10% Governed data ingestion.
    • 90% High-value analysis, investigation, and decisions.

    Same team. Same headcount. Ten times the analytical output.

    Your Spreadsheet Headaches, Solved

    Every workaround you built in Excel has a real solution in RIAA

    My spreadsheet crashes when I load 2 million rows.

    You wait 45 minutes for Excel to open, then it freezes and you lose your work.

    Workbooks + SQL Analytics

    Work in the row-and-column interface you already know, backed by a high-performance analytics engine that queries millions of records in seconds.

    I spend three days a month manually deduplicating records.

    Massive INDEX-MATCH formulas across multiple tabs. One wrong drag and the whole thing breaks.

    Transaction Deduplication

    RIAA flags duplicates automatically and presents them in a review queue. Click to classify. Click to resolve. Done.

    Every month the vendor file arrives with different date formats and missing columns.

    You spend the first day of every cycle just making the data loadable.

    Data Upload + Schema Validation

    Drop the file in. RIAA quarantines bad rows, standardizes formats, and commits clean data to a governed dataset automatically.

    I make 200 manual corrections a month and nobody can prove I did them right.

    If an auditor asks why a number changed, you have to dig through email chains and old file versions.

    Transaction Adjustments + Determination Ledger

    Every correction is logged with who, when, what changed, and what it was before. Auditors get the answer in seconds.

    I rebuild the same five reports every single week.

    Copy last week's file. Paste new data. Fix the broken formulas. Reformat the charts. Send. Repeat forever.

    Dashboards + Workbooks

    Build it once. Connect it to governed data. It refreshes automatically. You never rebuild it again.

    Your Skills Still Apply

    Everything you know in Excel has a better version in RIAA

    In Excel

    VLOOKUP and INDEX-MATCH across tabs

    In RIAA

    Natural language query: "Show me all claims where provider ID matches the rebate file."

    In Excel

    Pivot tables on exported CSVs

    In RIAA

    Pivot tables connected to live governed data with drill-down to source records.

    In Excel

    Conditional formatting to flag outliers

    In RIAA

    Business rules that flag, classify, and route outliers to review queues automatically.

    In Excel

    Manual dedup with helper columns and sorting

    In RIAA

    Automated dedup scenarios with configurable matching fields and review workflows.

    In Excel

    Saving "v12_FINAL_FINAL_revised" file copies

    In RIAA

    Versioned workbooks with snapshots, restore, and shared access controls.

    In Excel

    Emailing spreadsheets for review

    In RIAA

    Shared workbooks with comments, grants, and activity tracking. One live version.

    You are not starting over. You are upgrading.

    Your Monday, Transformed

    What a typical Monday looks like, before and after RIAA

    Before RIAA

    Today
    1. 8:00 AM

      Download vendor file from email. Wrong format again.

      Frustration

    2. 9:30 AM

      Fix date columns, fill missing fields, remove duplicates manually.

      Tedious

    3. 11:00 AM

      Excel crashes loading the full dataset. Restart.

      Lost work

    4. 12:00 PM

      Finally have clean data. Start building this week's report from last week's template.

      Behind schedule

    5. 2:00 PM

      Manager asks for a number. Spend 40 minutes finding it across three tabs.

      Reactive

    6. 4:00 PM

      Email the report. CC six people. Three will ask for different cuts.

      Repetitive

    7. 5:30 PM

      Start prepping tomorrow's adjustment file. Still at your desk.

      Overtime

    Same analyst. Same data. Completely different day.

    The Business Case

    What your manager needs to hear

    Three reasons this is a budget line item, not a nice-to-have.

    Business Continuity

    When your lead analyst goes on vacation, the work does not stop. RIAA captures their judgment and decision patterns in Human Digital Twins so the team keeps operating at the same standard.

    Explore Human Digital Twins →

    Audit Defensibility

    Every manual correction made in a spreadsheet is a compliance risk with no trail. RIAA logs every change in a permanent, append-only Determination Ledger that auditors can query directly.

    Explore Unified Determination Ledger →

    Fractional Headcount ROI

    Your existing team gets the analytical output capacity of three additional hires for a fraction of the cost of one. The ROI is not in new headcount. It is in reclaiming the 80% your current team wastes on data prep.

    Platform-wide

    Your analyst already found the solution. Now it just needs a signature.

    Frequently Asked Questions

    RIAA's analytics engine queries millions of records in seconds through a familiar row-and-column interface. There is no file size limit and no freezing. Your work is saved continuously, so you never lose progress to a crash. The days of waiting 45 minutes for Excel to open a large file are over.

    Ready to stop being a spreadsheet mechanic?