Meshly Articles

    Working notes on verification, audit, and revenue integrity, from the people building the trust harness.

    Latest

    How CFOs Should Evaluate Revenue Software When Agents Start Acting on the Numbers

    Six questions to bring to any revenue recognition, billing, or AI finance demo. If you can't trace it, repeat it, and defend it, an agent still needs significant human oversight.

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    Sandra BustosOctober 14, 2026
    Section 01

    The AI Verification Layer

    Oversight, data origins, and where meaning breaks between systems.

    1 article
    1. The AI Verification Layer: A New Standard for FinanceAI is already inside your close. The layer that checks it isn't standard yet.Read the article
      July 29, 2026
    Section 02

    Explainable AI and the Audit Paradigm

    Evidence, traceable workflows, and what an auditor can accept.

    2 articles
    1. Who's Testing the AI in Your Audit?We just went through a real, independent test of our own controls. Nobody's built the equivalent for AI inside a financial statement audit yet.Read the article
      July 21, 2026Also on Substack
    2. Systems of Trust, TestedWe're SOC 2 Type II certified as of June 30, 2026. That's the announcement. What matters more is the sequencing, and why we treated it as infrastructure, not a badge.Read the article
      July 20, 2026
    Section 03

    Enterprise Financial Data Integrity

    Lineage, mismatch detection, and reconciliation across systems.

    1 article
    1. Why Revenue Operations Misalignment Costs 1 to 5% of EBITDANobody enters a wrong number. Four systems record four parts of the same deal, at four different moments, and the gaps between them are where the money goes.Read the article
      September 16, 2025
    Section 04

    Automated Financial Reconciliation

    Close, transaction matching, and staying audit-ready.

    1 article
    1. End Month-End Chaos: Catching System Drift Before CloseClose is not where drift happens. It is where drift becomes visible, three weeks after it was cheap to fix.Read the article
      August 29, 2025

    About this

    Sandra Bustos, CEO of Meshly

    Sandra Bustos

    Founder and CEO, Meshly

    Systems are connected; the meaning isn’t. Meshly catches when your systems disagree and proves what happened, whether a person or an agent did it, starting in finance.

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    Latest from LinkedIn

    Product Vision

    Latest Update

    Catch Sandra, talking about Meshly's differentiator and approach to disrupting finance workflow. Spoiler Alert: it's about turning unstructured chaos into clean revenue data inputs.

    finance workflowunstructured datarevenue data
    Product Feature

    Contract Intelligence Insights

    Billing more painful than it needs to be? Use Meshly to extract clean, structured data from your contract.

    billingcontract extractionstructured data
    Operations

    Revenue Operations Update

    Month-end chaos? Work hard not smart, start using Meshly Validate to systematically validate commercial terms hidden in plain sight.

    revenue operationsmonth-endcommercial terms
    Compliance

    Data Intelligence Strategy

    Automate ASC 606 and deliver clean contract inputs to your billing teams.

    ASC 606automationbilling