The trust layer for an agentic world

    Systems are connected.
    Meaning isn't.

    Integrations move data, not meaning. Meshly detects, explains, and reconciles where meaning breaks between your systems of record.

    That gap costs finance teams four days a month, nearly 20% of the year.

    See how it works →
    Trust Harness
    CRM
    Billing
    Ledger
    Contract
    MeshlyWATCHING

    Watching the systems your business runs on.

    WinnerFinance & Accounting Technology ExpoCFO Leadership Council
    The problem

    Your systems never agreed.

    Mismatched fields trigger manual cleanup, delayed close, and downstream rework. Finance teams lose at minimum four days every month, nearly 20 percent of the year, reconciling systems that were never designed to agree.

    Revenue leakage

    42% of companies report it

    Delayed close

    ~6 days to close each month

    EBITDA drag

    order-to-cash leaks 1 to 5% of EBITDA

    Manual rework

    15 to 20 hrs a week on manual rev rec

    Read the report on the cost of fragmentation
    Where it fits

    What is Meshly?

    Meshly is the trust layer between your enterprise systems and AI. It continuously understands business meaning, detects drift, and enables explainable, traceable decisions before downstream systems or agents take action.

    Business decisions

    AI agents

    executing workflows, taking autonomous action

    Business applications

    salesforcestripequickbooksCRM · ERP · Billing · CLM

    trust layer missing

    Data sources

    Conflicting answersNo lineageInconsistent meaningCan't explain the decisionwithout a trust layer
    The product

    How Meshly works

    Follow one agreement through it. Meshly understands its meaning, compares it across your systems, surfaces the one place they disagree, explains it in full, and lets a person or an agent resolve it, audit-ready.

    Renewal contract

    $120,000 ACV · 12 mo · eff. Jan 1, 2025

    CustomerPricingPayment termsUsageRevenue scheduleRenewal
    Translation
    "Renewal Order, effective
January 1, 2025. Annual
Contract Value: $120,000.
Term: twelve (12) months."
    ACV$120,000
    Term12 months
    EffectiveJan 1, 2025
    Sourceexecuted renewal contract

    Meshly reads the renewal contract as business meaning, not just text.