Chief

    For fintech & digital lenders

    Start underwriting with the financial work already done.

    Chief delivers Valuation, Quality of Earnings, normalized financials and source-linked financial intelligence earlier in the lending process. Underwriting doesn't have to wait for the analysis.

    The problem

    The analysis can become the bottleneck.

    Important financial analysis often happens after underwriting has already started. When Valuation, Quality of Earnings or normalized earnings take days or weeks to arrive, the rest of the file waits with it.

    1. Application
    2. Document collection
    3. Financial review
    4. Valuation / QoE
    5. Waiting · days to weeks
    6. Underwriting
    7. Credit decision

    The Chief model

    Build the financial foundation first.

    Chief moves important financial diligence earlier in the process, so it runs alongside the rest of the file instead of after it.

    Before

    Collect wait analyze wait underwrite

    With Chief

    Collect Chief structures and analyzes underwriting starts with better financial intelligence

    Financial intelligence layer

    Give underwriting the building blocks it needs.

    • Tax returns
    • P&L
    • Balance sheet
    • General ledger
    • Bank statements
    • Payroll
    • AR / AP
    • Purchase agreement
    • Transaction structure

    Chief

    Financial analysis

    Financial file · contents

    1. 01

      Normalized financials

      Historical performance organized and reconciled.

    2. 02

      Normalized EBITDA

      Reported earnings reconciled to supported earnings.

    3. 03

      QoE adjustments

      Proposed, supported, partially supported and excluded adjustments.

    4. 04

      Valuation

      Defensible business-value analysis.

    5. 05

      Proof of cash

      Reported performance reconciled against cash activity where applicable.

    6. 06

      Working capital

      AR, AP, inventory and normalized working capital where applicable.

    7. 07

      Transaction facts

      Purchase price, structure, equity, seller financing and other deal terms.

    8. 08

      Source references

      Important conclusions tied back to supporting evidence.

    Time compression

    Compress the waiting, not the underwriting.

    Chief doesn't ask lenders to spend less time on credit judgment. It reduces time spent waiting for financial analysis and rebuilding information.

    Traditional

    Financial information receivedValuation / QoE orderedWAITAnalysis returnedUnderwriting continues

    With Chief

    Financial information receivedChief analysis begins immediatelyValuation + QoE + normalized financials deliveredUnderwriting continues with the foundation assembled

    Valuation

    1 business day*

    Quality of Earnings

    Under 2.5 weeks*

    *From receipt of a complete document set.

    Illustrative

    What happens when a dependency arrives sooner?

    Illustrative example

    Usually takes
    5 days
    Chief delivers
    1 day
    Potential wait removed
    4 days

    Illustrative example

    Usually takes
    About 5 weeks
    Chief delivers
    About 1 week
    Potential wait removed
    About 4 weeks

    When Valuation or QoE sits on the critical path, faster delivery can remove days or weeks of waiting from the underwriting process. These are illustrations, not measured client outcomes.

    The goal isn't less underwriting.It's less waiting before underwriting can move.

    What underwriting receives

    The financial foundation, assembled.

    This is the work an underwriter would otherwise have to assemble or wait for.

    Illustrative example · Fictional Harbor Manufacturing

    Normalized financials

    Harbor Mfg. · TTM

    Revenue$9.4M
    Gross profit···
    Reported EBITDA$615K
    Supported adjustments+$196K
    Normalized EBITDA$811K

    QoE adjustment schedule

    Harbor Mfg. · TTM

    ItemProposedSupported
    Owner compensation120120
    One-time legal expense4545
    Related-party rent3535
    Non-recurring revenue-22-22
    Total ($K)245 → 196

    Valuation summary

    Harbor Mfg. · TTM

    Normalized EBITDA$811K
    Market approach···
    Income approach···
    Implied multiple5.9x
    Concluded value$4.8M

    Transaction summary

    Harbor Mfg. · TTM

    Purchase price$5.1M
    SBA 7(a) loan$3.6M
    Equity injection$920K
    Seller note$580K
    DSCR1.34x

    Source references

    Harbor Mfg. · TTM

    Tax returnRef 01
    General ledgerRef 02
    PayrollRef 03
    Bank statementsRef 04
    Purchase agreementRef 05

    The critical path

    What Chief can move upstream.

    Not every lender needs every piece. Chief can accelerate the ones that hold up the file.

    Valuation

    • Normalized financial analysis
    • Valuation methodologies
    • Value conclusion

    Quality of Earnings

    • Earnings normalization
    • Adjustment testing
    • Proof of cash
    • Revenue quality
    • Concentration

    Financial diligence

    • Working capital
    • Balance-sheet review
    • Debt-like items
    • Transaction facts

    Structuring

    • Source-linked fields
    • Standardized outputs
    • PDF + structured data

    Delivery

    Deliver it the way your underwriting process needs it.

    One Chief analysis, delivered as a lender-ready PDF and as structured data your systems can use.

    Source data

    Layer

    CHIEF

    Valuation + QoE intelligence

    Structured fact

    Revenue

    $9.4M

    One analysis, two outputs

    PDF report

    Lender-ready file for the credit memo

    API / structured data

    • NORMALIZED_EBITDA811,000
    • VALUATION_CONCLUSION4,800,000
    • QOE_ADJUSTMENT_STATUSSUPPORTED

    Where the structured data can go

    • LOS
    • Data warehouse
    • Portfolio view
    • Credit workflow
    • Relationship intelligence

    Conceptual destinations. Chief doesn't claim named system integrations.

    Valuation + QoE
    Underwriting baseline
    Risk + relationship intelligence

    The structured data stays, so the analysis gets more useful over time.

    Tap a document to trace a number back to where it came from.

    PDF

    Lender-ready Valuation and QoE reports.

    Structured data / API

    Normalized financials, supported adjustments, valuation conclusions, transaction facts and source references.

    Example destinations: LOS · Underwriting engine · Data warehouse · Credit workflow. These are categories, not named integrations.

    For API-first workflows

    Financial analysis shouldn't end in a PDF.

    Chief can deliver the same financial intelligence in structured form. Lenders can use it inside their existing underwriting workflow without an underwriter re-keying the report.

    DocumentsChiefPDF + APILender workflow

    The lender still owns underwriting and the credit decision. Chief does the financial work earlier, structures it once and delivers it faster, so underwriters spend their time on credit judgment.

    After approval

    The same work becomes the underwriting baseline. Later it can support risk intelligence and relationship intelligence.

    See the Living Credit Record

    Where does your underwriting process wait?

    Show us the current workflow. We'll identify where Valuation, Quality of Earnings and structured financial intelligence could move upstream.

    Start a File