Where do professional services belong on a SaaS P&L—COGS or OPEX? In episode #323, Ben clarifies how to code implementation, onboarding, custom integrations, and the tricky custom development work that sometimes blurs the line with R&D. You’ll learn how correct classification protects gross profit, keeps investor metrics credible, and supports a higher company valuation.

- What You’ll Learn

- Why It Matters (Finance & Investor Lens)

- Quick Checklist

- Resources Mentioned

Guide: How to Structure a SaaS P&L (COGS vs. OPEX, margins by stream): https://www.thesaascfo.com/how-to-structure-your-saas-pl/

Course: SaaS Metrics Foundation: https://www.thesaasacademy.com/the-saas-metrics-foundation

- Quote from Ben

“Code services where the work and dollars actually live. If you blur R&D and Services, you’ll either hurt gross profit—or your OpEx profile. Either way, investors will notice.”

Raising a Series A? Your story matters—but your SaaS metrics may close the deal. In episode #322, Ben outlines the investor-ready metrics founders must prepare. You’ll learn what each metric signals to investors, how it ties to valuation, and where founders slip on accounting and financial systems.

Why It Matters (Investor Lens)

 Resources Mentioned

Blog: Essential Series A Metrics (+ deep dives for each metric): https://www.thesaascfo.com/essential-saas-metrics-for-a-series-a-fundraise/

Course: SaaS Metrics Foundation: https://www.thesaasacademy.com/the-saas-metrics-foundation

Quote from Ben

“In Series A, the story still matters—but the metrics support the story that investors underwrite.”

Is the traditional LTV formula giving you misleading results when you have multi-year SaaS contracts?

In episode #321, Ben Murray unpacks a listener’s question about how Lifetime Value (LTV) should be calculated when customers sign multi-year agreements. Using real-world finance and accounting logic, he breaks down how multi-year contracts can inflate your aggregate revenue retention (GRR) and distort LTV:CAC ratios — and how to fix it.

You’ll learn when to adjust your LTV calculation to use cohort retention, renewal rate, or aggregate GRR, depending on your business model and contract structure. The Retention Triangle!

What You’ll Learn:

Why It Matters:

Resources Mentioned:

No Fluff Series – The SaaS Academy: https://www.thesaasacademy.com/pl/2148384654

Quote from Ben:

“Multi-year contracts can make your LTV look great — until investors realize it’s inflated by locked-in customers. That’s why understanding retention dynamics is critical.”

At what stage should SaaS companies start segmenting their metrics? In episode #320, Ben Murray breaks down when and how to segment your SaaS metrics — from revenue segmentation to go-to-market efficiency metrics — so your data actually reflects how your business operates.

Ben explains how segmentation becomes essential as you scale past $10M ARR or diversify product lines (for example, enterprise vs. SMB or PLG vs. sales-led models). He also shares how finance and ops teams can collaborate to align their chart of accounts, cost centers, and customer metadata to get meaningful insights that improve valuation and decision-making.

What You’ll Learn

Why It Matters

Resources Mentioned

The SaaS Metrics Foundation Course: https://www.thesaasacademy.com/#section-1744932157830

Quote from Ben

“You can’t say your CAC payback is 12 months when it combines enterprise and SMB customers — that data is worthless.”

Does Net Revenue Retention (NRR) really move your company’s valuation multiple? Absolutely — and the difference can be worth tens of millions of dollars.

In episode #319, Ben Murray breaks down new data from Meritech Capital and Benchmarkit.ai to show exactly how changes in your NRR directly impact your revenue multiple and SaaS valuation.

You’ll also learn why ACV segmentation matters when benchmarking NRR and Gross Revenue Retention (GRR), and how top-performing SaaS companies are using retention metrics to drive investor confidence and higher valuations.

What You’ll Learn

Why It Matters

Resources Mentioned

The SaaS CFO Academy: https://www.thesaasacademy.com/#section-1744932157830

Quote from Ben

“A 5X difference in valuation multiple can come down to just a few points in your net revenue retention. That’s the power of strong SaaS metrics.”

Even small errors in your MRR schedule can have a massive impact on your retention metrics, and in due diligence, that can destroy investor confidence.

In episode #318, Ben Murray explains why gaps in your monthly recurring revenue (MRR) schedule create inaccurate gross revenue retention (GRR) and net revenue retention (NRR) results — and how poor invoicing and renewal practices are often the root cause.

You’ll learn how to identify, fix, and prevent these gaps so your SaaS financial reporting and valuation metrics remain accurate and investor-ready.

What You’ll Learn

✅ What causes gaps in your MRR schedule (and how to spot them).

✅ How MRR gaps distort your retention, expansion, and churn calculations.

✅ Why these data issues raise red flags in due diligence.

✅ How to align renewal dates, contracts, and invoicing to eliminate data breaks.

✅ What a clean, accurate MRR waterfall should look like for SaaS and AI companies.

✅ Why you need at least three years of clean retention data before a fundraise or exit.

Why It Matters

Resources Mentioned

SaaS Metrics Foundation Course: https://www.thesaasacademy.com/the-saas-metrics-foundation

Quote from Ben

“If there are gaps in your MRR schedule, your retention story falls apart — and investors will notice.”

To build a world-class FP&A process in a SaaS or AI business, you need more than great dashboards—you need clean, reliable data from the right sources.

In episode #317, Ben Murray shares the four foundational SaaS finance data sources that power accurate forecasts, meaningful metrics, and board-ready financial models. Drawing on his experience in FP&A across airlines and software, Ben explains how to integrate data from accounting, CRM, subscription management, and HR systems to create a trustworthy SaaS P&L and streamline financial reporting.

This is the go-to framework for any finance leader, CFO, or operator seeking to enhance their financial systems and forecasting accuracy.

What You’ll Learn

Why It Matters

📎 Resources Mentioned

The SaaS Academy: https://www.thesaasacademy.com/#section-1744932157830

Quote from Ben

“Without clean financial, bookings, revenue, and HR data, your FP&A process can’t deliver the insights your Board expects.”

Is renewal rate just another way of saying retention? Not exactly. In episode #316, Ben Murray breaks down the difference between renewal rate and the classic retention metrics—gross revenue retention (GRR), net revenue retention (NRR), and customer/logo retention.

Ben explains why the renewal rate is the leading indicator of retention, especially when running annual or multi-year contracts, and why investors, private equity buyers, and your board will want to see this number alongside your standard SaaS metrics.

If you’re a SaaS or AI operator looking to better understand your unit economics and improve your company’s valuation, this episode will help you put renewal rate into context as part of your financial metrics toolkit.

🧠 What You’ll Learn

✅ The definition of renewal rate and how it differs from retention.

✅ How renewal rate acts as the leading edge of retention performance.

✅ Why renewal rate matters most for SaaS and AI companies with annual or multi-year contracts.

✅ How to track renewal rate by customer count and dollar value.

✅ Why renewal rate is increasingly scrutinized in due diligence and PE-backed exits.

✅ How renewal rate complements ARR growth, gross profit, and retention metrics.

📊 Why It Matters

📎 Resources Mentioned

🎓 SaaS Metrics Academy
— Courses on SaaS P&L, retention, and financial strategy: https://www.thesaasacademy.com/#section-1744932157830

🧾 Quote from Ben

“Renewal rate is the tip of the iceberg. If customers keep renewing at a high rate, your retention story will follow."

Every Board, investor, and potential acquirer is asking the same question: How are AI initiatives driving revenue? In episode #315, Ben Murray shares insights from his research into public tech companies and how they’re defining and disclosing AI ARR (Annual Recurring Revenue).

Using Verint as a case study, Ben explains how companies are leveraging AI-driven ARR, tying it to measurable outcomes, and communicating adoption in a way that resonates with both Wall Street and buyers. You’ll also hear how these disclosures may have supported Verint’s recent multibillion-dollar acquisition by Thoma Bravo.

If you’re a SaaS or AI operator, this episode will help you define AI ARR, communicate adoption signals, and position your business model for higher valuation.

What You’ll Learn

Why It Matters

Resources Mentioned

Blog Post: How to Define AI ARR: https://www.thesaascfo.com/ai-arr-vs-saas-arr-how-to-define-and-calculate/

The SaaS Metrics Academy: https://www.thesaasacademy.com/

Quote from Ben

“Don’t just say you’re building AI into your product — show investors how much ARR it’s driving and what outcomes it’s creating.”

Many usage-based companies like Twilio don’t disclose ARR as their North Star metric. So, what do they track instead to communicate growth and efficiency to investors?

In episode #314, Ben Murray shares his research from 10-Q filings, press releases, and earnings calls to uncover the seven most common financial metrics that usage-based companies highlight. From revenue growth and gross margin improvements to AI adoption and RPO (Remaining Performance Obligations), you’ll learn what matters most to analysts, investors, and acquirers when ARR isn’t the headline.

This is a must-listen if you’re building a usage-based business model and want to understand how to position your company for valuation and fundraising success.

What You’ll Learn

Why It Matters

 Resources Mentioned

The SaaS Metrics Academy: https://www.thesaasacademy.com/

Quote from Ben

“If usage-based companies aren’t tracking ARR, what are they tracking? The answer is seven key metrics that investors want to see — from gross margin to RPO.”