Quality of Earnings AI Software | AI QoE Analysis | Shepi

    AI-Powered Quality of Earnings Software

    Upload your financials. Get adjustment candidates and risk flags in minutes. Shepi is the QoE platform built for deal professionals who move fast.

    2–4 hrs

    Initial analysis time

    100%

    GL transaction coverage

    $2,000

    Per project pricing

    What Is Quality of Earnings Software?

    Quality of Earnings software automates the financial analysis process at the center of every M&A transaction. Instead of analysts manually building spreadsheets over weeks, QoE software ingests financial data, maps accounts to standardized categories, identifies EBITDA adjustments, flags anomalies, and generates lender-ready deliverables.

    Shepi is purpose-built for this workflow — from data ingestion through QuickBooks integration or file upload, to AI-powered analysis, to exportable QoE reports. It's not a general-purpose accounting tool retrofitted for M&A; it's a diligence engine built for transactions.

    Who Uses QoE Software?

    Independent searchers

    Screen deals faster and reduce diligence costs before committing to a CPA engagement

    PE firms & deal teams

    Standardize analysis across portfolio screening without adding headcount

    M&A advisors

    Prepare sell-side QoE packages that accelerate timelines and control the narrative

    CPAs & QoE firms

    Handle 2–3× more engagements with AI doing the data-intensive work

    Business brokers

    Pre-listing financial assessments that compress diligence and close more deals

    Lenders

    Faster underwriting with standardized financial analysis for acquisition loans

    Platform Capabilities

    Automated account mapping

    Chart of accounts mapped to standardized QoE categories — eliminating days of manual work

    EBITDA adjustment engine

    AI scans the GL for non-recurring items, personal expenses, owner compensation, and add-back candidates

    GL anomaly detection

    Round-dollar analysis, duplicate detection, period-end clustering, and threshold flagging across 100% of transactions

    Revenue quality scoring

    Customer concentration, recurring vs non-recurring classification, AR aging, and trend analysis

    Working capital analysis

    Multi-period NWC schedules with turnover ratios, peg calculations, and seasonality adjustments

    Proof of cash

    GL-to-bank reconciliation that identifies unrecorded liabilities and commingled expenses

    How It Works

    1

    Connect your data

    Upload financials, connect QuickBooks directly, or import trial balance data

    2

    AI processes & maps

    Automatic account classification, multi-period alignment, and data normalization

    3

    Review flagged items

    AI surfaces adjustment candidates, anomalies, and risk indicators for your review

    4

    Apply your judgment

    Accept, modify, or reject findings — you're always in control of the analysis

    5

    Export deliverables

    Generate lender-ready QoE reports, EBITDA bridges, and working capital schedules

    QoE Software vs Manual Analysis

    DimensionManual / ExcelShepi QoE Software
    Setup timeDays (build templates, map accounts)Minutes (automated mapping)
    GL coverageSample-based (10–20%)100% of transactions
    Anomaly detectionRelies on analyst intuitionSystematic pattern analysis
    ConsistencyVaries by analystStandardized framework
    Timeline4+ weeksHours to days
    Cost$20K+ (CPA firm)Starting at $2,000
    DeliverablesCustom Excel workbooksStructured reports + Excel export

    What You Get

    Adjusted EBITDA bridge

    Net income to adjusted EBITDA with categorized adjustments and supporting detail

    Revenue analysis

    Customer concentration, recurring classification, trend analysis, and AR aging

    Working capital schedule

    Multi-period NWC with turnover ratios and normalized peg calculation

    Flagged transactions

    Categorized anomalies with confidence scores and suggested adjustment amounts

    Exportable workbook

    Full analysis exportable to Excel for sharing with deal parties and lenders

    Frequently Asked Questions

    Related Resources

    Ready to Accelerate Your QoE Analysis?

    From raw financials to lender-ready conclusions in hours, not weeks.