How CFOs can influence and optimize pricing strategy
Based on the CFO Insights podcast transcript
Host: Guy Hutchinson, Startup CFO
Guest: Saagar Mehta, Northlane
Q: What problem is Northlane trying to solve?
Traditional consulting often stops atstrategy. Northlane’s perspective is that pricing only becomes valuable when itcan actually be operationalized inside a business. Rather than handing over astatic report, the firm embeds closely with teams to understand implementationbarriers early — whether those relate to billing systems, measurement gaps,operational workflows, or internal alignment. The philosophy is that pricingstrategy must work in reality, not just in theory.
Saagar also explains that smaller, high-growth tech companies rarely have adedicated pricing leader internally, despite pricing being one of thehighest-leverage commercial decisions a company can make. Northlane thereforepositions itself as an interim pricing function that helps companies buildinternal pricing capability while simultaneously driving strategic change.
“Our whole ethos is to be advisers that act likeoperators.”
Q: Why does pricing matter so much for startups andscaleups?
Northlane argues that pricing is one of themost underutilized growth levers in startup and scaleup environments.Early-stage companies spend significant energy on product, fundraising, hiring,and go-to-market execution, but often underinvest in pricing sophistication.Yet the structure of pricing impacts customer acquisition, expansion revenue,retention, profitability, and positioning.
Saagar emphasizes that smaller businesses are actually better positioned toevolve pricing quickly because they are more agile operationally. What mighttake a large enterprise years to implement can sometimes be achieved by astartup in a matter of months. That speed creates an opportunity for pricing tobecome a strategic accelerator rather than an administrative afterthought.
“It is such an impactful lever to get right at such anearly stage.”
Q: What makes a great pricing adviser?
According to Saagar, great pricing advisersare not simply analysts or spreadsheet operators. They are facilitators ofdecision-making across highly cross-functional environments. A successfulpricing consultant must be able to listen deeply across the organization — fromSDRs and sales teams to executives and product leadership — and synthesizeconflicting perspectives into a coherent commercial strategy.
Northlane also believes pricing advisers need to balance strategic thinkingwith executional pragmatism. The goal is not endless analysis or large slidedecks, but helping organizations arrive at decisions and operational outcomesquickly. That means combining theory, customer understanding, operationalawareness, and commercial judgment into practical action.
“Rational people can disagree indefinitely. The goalis to make decisions.”
Q: Is pricing more art or science?
Northlane sees pricing as a combination ofanalytical rigor and commercial intuition. While data validation is important,many businesses incorrectly assume they need perfect datasets before beginningpricing work. Saagar argues that companies can often reach an 80% solutionthrough workshops, internal alignment, customer understanding, and strategicjudgment before large-scale quantitative analysis is required.
The implication is that pricing should not be delayed simply because reportingsystems or transactional data are imperfect. Instead, businesses should buildan informed strategic hypothesis first, then validate assumptions throughcustomer interviews, market benchmarking, and financial modeling.
“You can get to a very strong straw man or an 80%version just from internal understanding.”
Q: What are the core building blocks of pricing strategy?
Northlane frames pricing as optimizing theentire commercial offering rather than simply adjusting price points. Effectivepricing strategy begins with clarity around the ideal customer profile, targetsegments, buyer personas, growth ambitions, and company maturity stage.
Only once those commercial foundations are understood can businesses properlyevaluate packaging structures, value metrics, monetization models, and pricingarchitecture. The discussion therefore extends beyond pricing itself intobroader strategic questions around positioning, expansion, customer value, andproduct differentiation.
“We think about it as optimizing the entire commercialoffering rather than just pricing in isolation.”
Q: Why do so many SaaS companies use ‘Good, Better, Best’pricing?
Saagar explains that tiered packagingstructures remain dominant because they are intuitive for both customers andbusinesses. They create natural expansion paths, help customers self-selectinto value tiers, and support upsell opportunities over time.
However, he also warns that many businesses adopt these models toosimplistically by copying competitors without considering whether the structuretruly reflects customer segmentation or product value. Different customergroups may value entirely different feature sets, meaning a single universalpackaging model may not work equally well across segments.
“People have seen success with that… so as a defaultthought, everyone else is doing it.”
Q: How is AI changing pricing models?
AI is accelerating a structural shift awayfrom traditional seat-based pricing models toward usage-, output-, andoutcome-based monetization. Rather than charging customers purely for access tosoftware, companies increasingly want to charge based on measurable valuecreation.
Northlane breaks this into three layers: activity metrics, output metrics, andoutcome metrics. Activity metrics measure effort or throughput. Output metricsmeasure successful actions completed. Outcome metrics attempt to tie pricingdirectly to business impact or ROI.
AI products are particularly suited to these approaches because they automatework, generate outputs, and create measurable business outcomes in waystraditional SaaS products often could not.
“AI is helping us get closer to finding that outcomemetric.”
Q: Why are hybrid pricing models becoming so common?
Hybrid pricing models combine predictablesubscription revenue with flexible usage-based monetization. Northlane seesthese structures becoming increasingly important in AI because infrastructurecosts, customer behavior, and product consumption can vary dramatically.
A hybrid model typically includes a fixed base fee combined with a variablecomponent linked to usage or outputs. This reduces risk for vendors while alsoaligning pricing more closely with customer value realization. Saagar arguesthat these structures create a balance between financial predictability andcommercial flexibility.
“We’re seeing more and more of these hybrid models.”
Q: How should CFOs think about pricing differently?
Northlane believes the role of the CFO isevolving significantly in modern software businesses. Historically, financeleaders were often positioned as custodians of cost control and predictability.However, in a world of usage-based and AI-driven pricing models, CFOsincreasingly need to become enablers of revenue growth.
This means helping organizations operationalize more sophisticated pricingstructures, even when they create forecasting or billing complexity. Ratherthan blocking innovation because systems are imperfect, CFOs should workcross-functionally to unblock operational barriers that prevent the businessfrom capturing value.
“Leave it with me. We’re going to unblock this.”
Q: Why should CFOs have a seat at the pricing table?
Northlane argues that pricing decisionsfundamentally shape the financial trajectory of a business. CFOs are uniquelypositioned to evaluate trade-offs between growth, profitability, customervalue, operational feasibility, and scalability.
Saagar notes that pricing conversations are often initially dominated byproduct or sales teams because they are closest to customers and marketfeedback. However, as pricing models become more operationally complex, financeand operations leaders become critical stakeholders in implementation andforecasting. The most successful pricing initiatives therefore require CFOs toparticipate much earlier in the strategic process.
“The CFO needs to be invited to that working group alot more.”
Q: How can startups approach pricing without hiringconsultants?
For companies without access to dedicatedpricing consultants, Northlane recommends creating a strong internalcross-functional process led by a clear ‘quarterback.’ This could be a Chief ofStaff, RevOps lead, or Product Marketing leader who can coordinate stakeholdersacross sales, finance, product, and operations.
The process should include structured workshops on packaging, feature bundling,value metrics, and monetization strategy, followed by customer validationconversations and financial modeling. Importantly, Northlane believesbusinesses should begin these conversations even before they feel they haveperfect data.
“We don’t need a bunch of data to get started on this.It’s more just getting started.”
Q: What is the biggest mistake companies make in pricingprojects?
The biggest failure mode, according toSaagar, is analysis paralysis. Organizations often spend too long debatingframeworks, collecting data, or seeking consensus rather than making decisionsand iterating.
Northlane believes pricing projects require empowered ownership. Someone needsto be responsible for driving the process forward, making decisions, andmaintaining momentum. Without that leadership, pricing initiatives can becomeendless strategic discussions that never translate into operational change.
“Commit and go for it once you’ve thought about it for so long.”



