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Notes from the team building autonomous finance.
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What we mean by autonomous finance
Finance automation did not stall because the tools were weak. It stalled because the work was never in the tools. Our case for replacing human runtime.
Ramnandan KrishnamurthyCo-Founder & CEO, Maximor · Aug 13, 2026
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Why your revenue forecast breaks when customers control the meter
Pipeline forecasting fails when existing-customer usage drives the number. Here is how consumption revenue becomes predictable over time.
The tax liability accumulating while nobody is looking
Most AI companies sell for months before anyone asks whether inference is taxable. Here is the exposure and how to scope it without guessing.
The Metrics Investors Trust Least In Consumption Businesses
ARR, RPO, and net retention were built for subscription revenue. Consumption models strain all three. Here is how the disclosure actually works.
The Allocation Problem Hiding in Hybrid AI Contracts
SSP estimation and allocation in hybrid platform-plus-consumption contracts is where the hard judgments live. Here is how the mechanics actually work.
What Belongs In Cost Of Revenue When Inference Is The Product
How AI companies classify inference cost decides the gross margin the market sees. Here is where the line sits, and where the accounting is unsettled.
5 revenue checks every usage-based CFO should run
Most usage-based companies assume invoiced equals recognized revenue. Five pricing structures break that assumption. Run these checks.
Can your usage-based revenue recognition survive an audit?
Usage-based revenue recognition creates audit risk subscription models never had. See where audit trails break and what audit-ready recognition requires.
9 finance predictions for 2026 that will get you promoted (or sidelined)
From 5-day closes becoming table stakes to the rise of the 100x finance professional, CEO Ramnandan Krishnamurthy shares nine data-backed forecasts for 2026.
Will finance reporting accuracy hold in production?
86% of CFOs encounter inaccurate AI outputs. How audit-ready agents deliver 99%+ accuracy with full source lineage to protect your exit multiple.
We don’t have bandwidth for an automation project?
Traditional finance automation demands 250 to 350 hours your team doesn't have. Maximor's done-for-you model needs 4 hours and delivers a Day 5 close.
Is my financial data secure with Maximor’s AI?
SOC 1 and 2, ISO 27001, GDPR compliance, field-level encryption, private VPCs, and immutable audit trails. How Maximor meets enterprise security standards.
Maximor raises $9M seed to bring trustworthy AI to finance without rip-and-replace
Maximor closes a $9M seed round led by Foundation Capital to build audit-ready AI agents that layer onto your existing ERP. No migration required.
Your path to autonomous finance starts here.
We start by mapping how your company works, with no documentation project required. And we price for real outcomes, not seats.
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