Insights
The Compounding Effect: Real-World Lessons from Scaling a Product
December 18, 2025 · Ameet Kulkarni
Recent research by Kyle Poyar reveals that only 3.5% of SaaS startups reach $20M ARR within ten years. His analysis of 6,525 companies shows the outliers didn’t necessarily start better but instead they became better by systematically improving monetization and retention.
Over seven years, part of a great Product Management team managing Cisco’s Identity Services Engine (ISE), I lived this exact transformation. We grew the product 5X in annual bookings not through a single breakthrough, but through consistent improvements in how we captured value.
Here’s what that looked like.
The Hidden Monetization Problem
When I joined ISE’s product management team, we had strong growth and market momentum. But underneath were fundamental monetization gaps:
Business model misalignment: Hardware and perpetual licenses drove most revenue while the market shifted to subscription models. Customers paid once, received updates indefinitely, limiting our recurring revenue.
Zero enforcement: Trust-based licensing meant customers didn’t know when they exceeded their purchased capacity, and neither did we. Many never “renewed” because the product kept working.
Pricing stagnation: We hadn’t updated pricing in years despite delivering significantly more value through new features and integrations.
We had acquisition momentum but weak monetization fundamentals.
Transformation 1: From Perpetual to Subscription
Rather than forcing an overnight switch, we took a methodical approach:
Conducted conjoint analysis to understand what customers valued across different price bands and use cases.
Designed tiered licensing (base → premium) aligned with how customers actually used and valued the product.
Developed migration strategy that maintained customer relationships while transitioning the entire base to subscription model.
The impact: This transformation increased ARPA substantially and created the recurring revenue foundation that enabled 5X growth.
Transformation 2: License Enforcement as Revenue Discovery
Talking with customers revealed a pattern: Many Fortune 500 companies were unknowingly using features they hadn’t purchased, exceeding their seat count, or operating on expired licenses. This wasn’t intentional; our product simply didn’t guide them or enforce boundaries.
We weren’t serving customers well, and we were leaving significant revenue on the table.
We partnered with Engineering to rebuild licensing:
- Implemented clear feature and seat enforcement
- Defined which workflows belonged in each license package
- Tracked consumption and provided in-product guidance
- Built grace periods to prevent network disruption
The result: We uncovered multiple renewal and upsell opportunities over three years. This wasn’t new business — it was revenue we should have been capturing but couldn’t see due to gaps in our product and processes.
Poyar’s modeling shows reducing churn has the single biggest impact on ARR over three years, larger than any other growth lever. Our enforcement transformation proved this in practice.
Transformation 3: Strategic Pricing Realignment
Like many successful products, we’d fallen into the “if it’s working, don’t touch it” trap with pricing. But competitors had evolved their pricing, our value had increased substantially, and customers were getting far more than they paid for.
We analyzed:
- Competitive pricing landscape
- Value delivered vs. price point trends
- Our differentiation and market position
We made strategic adjustments that meaningfully increased annual bookings while remaining competitive. The pricing had finally caught up with the value we delivered.
Small Improvements, Massive Compounding
None of these transformations alone would have driven 5X growth. And we didn’t implement them simultaneously — each took years to execute properly.
But together, compounding over seven years:
- Subscription model → Higher ARPA, recurring revenue
- License enforcement → Better NRR, uncovered hidden revenue
- Pricing optimization → Captured value we were already delivering
- Plus quality improvements (NPS 38→78), operational changes, and market expansion
The patience to execute methodically while maintaining customer trust was critical. Our subscription migration took years. Forcing it faster would have created churn and damaged relationships.
As Poyar’s research shows: improving both pricing and retention simultaneously “takes ARR growth off the charts.” That was exactly our path to 5X growth over seven years.
Here are some questions you should ask if you’re a product leader at a scaling tech company:
On Monetization:
- When did you last update pricing? (18+ months = leaving money on table)
- What’s your ARPA trajectory?
- Do you have clear expansion paths?
On Retention:
- Can you see your renewal pipeline at 90/180/360 days?
- What’s your NRR trend?
- Are customers churning due to product gaps or process gaps?
On Product Investment:
- Where is your engineering capacity actually going?
- Are you investing proportionally to where revenue comes from?
- Are premium features getting premium investment?
These levers separate the 3.5% who reach scale from the 96.5% who don’t.
One final note: While much of the conversation around compounding growth focuses on startups, these principles apply equally to products within large organizations. In fact, established products often have even more monetization and retention upside waiting to be unlocked. Whether you’re scaling a $5M product or a $500M one, the fundamentals remain the same — improve monetization, fix retention gaps, let improvements compound.
If you’re navigating similar challenges, I’d be happy to discuss what worked (and what didn’t) in our transformation.
Ameet Kulkarni led product management for Cisco’s Identity Services Engine, growing it 5X over seven years. He now advises B2B security and infrastructure companies through MRNA Inc on product strategy, business model transformation, and go-to-market alignment.
