『SaaS Metrics School』のカバーアート

SaaS Metrics School

SaaS Metrics School

著者: Ben Murray
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Ben Murray brings you actionable SaaS metrics lessons that he has learned through years of being in the SaaS CFO trenches. Whether you are new to SaaS or a SaaS veteran, learn the latest SaaS and AI metrics, finance, and accounting tactics that drive financial transparency and improved decision-making. Ben’s SaaS metrics blog consistently rates a 70+ NPS, and his templates have been downloaded over 100,000 times. There is always something to learn about SaaS and AI metrics. マネジメント マネジメント・リーダーシップ リーダーシップ 経済学
エピソード
  • Why AI-Powered SaaS Dashboards Are Making ERP Reporting Obsolete
    2026/08/27

    Is your ERP dashboard actually built on data that matters — or is it just a chart of accounts dressed up to look useful?

    In episode #386, Ben Murray breaks down why traditional ERP dashboards are losing ground to AI-generated, prompt-built SaaS reporting and what that means for CFOs and finance leaders right now. If your team is still relying on static dashboards anchored to your general ledger, you're missing three out of four key SaaS data sources before you even start the analysis. The gap between what ERP dashboards can show and what modern AI-native metrics engines can produce is widening fast and the CFOs who close that gap first will be the ones driving the board conversations.

    • Why ERP dashboards are fundamentally limited to chart-of-accounts data — and the three additional SaaS data sources (HRIS, bookings, and customer/revenue data) that actually drive metrics like CAC payback, LTV to CAC, NRR, and Rule of 40.
    • How Ben vibe-coded a full SaaS metrics dashboard in minutes using Claude — covering ARR trajectory, EBITDA margin, gross margin, revenue per FTE, and cash balance — and why a prompt-built report on a deterministic engine beats any canned dashboard.
    • Why controlling the period of measurement matters: the example of setting CAC payback on a six-month sales cycle basis — something a standard ERP dashboard simply can't do.
    • Where AI actually belongs in the FP&A process: not at the beginning, but at the end — writing board narratives, flagging dormant customers ripe for expansion via a RevIntel engine, and generating insights that traditional FP&A could never surface.
    • Why agent-friendly APIs matter: how Saster's API grading tool surfaces whether your SaaS stack is actually exposing the data AI needs to take action — not just technically having an API.

    Tune in to understand exactly where your ERP dashboard ends and where a closed-loop, AI-powered metrics engine takes over — before your next board meeting.

    Resources Mentioned
    • Ben's LinkedIn post (vibe-coded SaaS metrics report): https://www.linkedin.com/posts/benrmurray_saas-activity-7498039803582689280-7Ckt?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAOOEO8Bf5aRLyU0jjrGXvPD2odJNDer6KU
    • Ben's deterministic SaaS metrics engine: https://softwaremetrics.ai
    • Ben's Five Pillar SaaS Metrics Framework: https://www.thesaasacademy.com/saas-metrics-implementation-sprint-sept-2026
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    5 分
  • How AI Is Writing 84-Data-Point Board Reports — And Why CFOs Can Trust Them
    2026/08/22

    What if AI could produce a better board memo than any CFO — and you could trust every data point in it?

    In episode #385, Ben Murray breaks down how he is using AI to generate complete 5-page financial board reports, and more importantly, why the outputs are reliable. This isn't AI hype — it's a working FP&A process Ben is running today inside his fractional CFO practice. If you're still manually assembling dashboards, PDFs, and narrative summaries before every board meeting, this episode reframes what's actually possible right now.

    • Why a deterministic metrics engine — not AI — is the non-negotiable foundation that makes AI-written board reports trustworthy (and how Ben built one backed by 35 pages of documentation)
    • The exact structure of a SaaS financial board report: executive overview, metrics vs. benchmarks, ARR growth, customer retention, GTM efficiency, financial capacity, data anomalies, and top priorities — all generated by AI
    • How Ben identified 84 unique data points in a single AI-written board memo using ChatGPT — and why that number changes how you think about QA
    • The MCP connection to SoftwareMetrics.ai that makes this a repeatable monthly process — and how Replit is now building it as a native app feature
    • What's coming in October: Ben's SaaS Metric Sprint, a live walkthrough of building the data foundation, calculating metrics, and connecting MCP so you can run this for your own company

    Tune in to see how Ben is turning month-end close into a board-ready narrative in minutes — and how you can build the same process for your SaaS company.

    Resources Mentioned
    • Ben's app: https://softwaremetrics.ai/
    • SaaS Metric Sprint (October 6th): https://www.thesaasacademy.com/saas-metrics-implementation-sprint-sept-2026
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    5 分
  • Should AI Run Your Board Meetings? A CFO's Framework for AI-Prepped Board Packages
    2026/08/19

    Is your board meeting time being wasted on reporting instead of judgment and quality discussion?

    In episode #384, Ben Murray addresses how AI can transform board meeting prep for SaaS finance leaders. If your board decks are packed with data but the important issues still get buried, and board members show up with wildly different levels of prep, you already know the problem.

    Every hour spent reviewing numbers that should have been read beforehand is an hour not spent on the judgment calls that actually move the business forward.

    • Understand the core frustration behind Jason Lemkin's "AI board member" post and why it resonates with CFOs building out their FP&A process
    • See how AI can do a first analytical pass through your financials, metrics, and benchmarks before the meeting ever starts
    • Learn how to use AI to set a focused board agenda: the 3 issues that matter, the 5 metrics that don't need discussion, and the questions still unanswered
    • Get Ben's real-world example of using an AI agent to identify top 3 board priorities and pull follow-up ownership from meeting transcripts
    • Discover why a deterministic data engine, not just a chatbot, is the real key to accurate AI-written financial narratives and agendas

    Tune in to see exactly how Ben is putting Jason Lemkin's AI board member idea into practice, before your next board meeting rolls around.

    Resources Mentioned
    • Jason Lemkin's SaaStr post on AI and board meetings: https://www.saastr.com/the-ai-board-member-why-yours-should-chair-the-next-meeting-for-real/?
    • What I'm using: https://softwaremetrics.ai/
    • CFO courses: https://www.thesaasacademy.com/
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    6 分
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