4.6 • 683 Ratings
🗓️ 17 December 2025
⏱️ 25 minutes
🧾️ Download transcript
Vlad Malanin, MD, PhD and co-founder of SpeedSize, shares how he scaled an AI-powered media optimization SaaS from $400K to $6M ARR with just 25 employees. SpeedSize helps enterprise and mid-market brands deliver high-quality images and video without sacrificing site performance, serving over 200 global customers.
In this episode, Vlad breaks down SpeedSize's capital-efficient growth strategy, enterprise pricing model, partnership-led GTM motion, and the hard founder decisions required to survive near-zero runway during wartime—while maintaining low churn, strong expansion revenue, and founder control.
Founder background
Surgeon turned AI scientist and CTO
Forbes Technology Council member
Ukrainian-Israeli founding team navigating geopolitical risk
Company overview
AI-powered image and video compression for rich media websites
Focus on preserving visual quality while improving load speed
Core customers: fashion, apparel, marketplaces, travel, jewelry
Revenue & growth
$400K ARR in 2022
~$1.5M ARR in 2023
~$3M ARR in 2024
~$6M ARR today
200+ paying customers
Low churn with strong net revenue expansion
Pricing & ACV
Annual contracts only
Pricing based on:
Data transferred (GB)
Number of original assets / SKUs
ACV ranges:
$10K–$20K (lower mid-market)
$50K–$100K (mid-market)
Low seven figures (enterprise)
Multiple customers paying $100K+ annually
GTM & acquisition
Minimal reliance on paid ads
Partnership-led growth strategy:
AWS Premium Partner
IBM Cloud partnerships
Agency referrals
Focus on cloud providers lacking native media optimization
Sales motion
Land-and-expand strategy
Customers grow usage as they adopt richer media (video, animations)
Enterprise-focused negotiations vs self-serve SMB motion
Team & operations
Team downsized from 50 to ~25 for efficiency
~70% engineers
High revenue per employee
Cash-flow controlled with variable spend levers
Capital & fundraising
~$5M total raised (2022–2023)
Founders retain 70%+ ownership
Pre-Series A
Lessons learned from VC-driven spending pressure
Crisis management
Two months of runway during 2023 war escalation
Cash dropped below $300K
Founders cut their own salaries first
Focused on survival, efficiency, and customer retention
Transitioning from medicine to AI SaaS
Building during war and geopolitical uncertainty
Making survival-first leadership decisions
Structuring enterprise SaaS pricing by usage
Designing ACV tiers from $10K to seven figures
Using land-and-expand to drive ARR growth
Why SpeedSize prioritized partnerships over outbound sales
How AWS and IBM partnerships actually work
The realities of enterprise marketplace distribution
Why low churn matters more than hypergrowth
Enabling customer expansion through product value
Avoiding paid ads in favor of scalable channels
Downsizing teams without killing momentum
Managing cashflow with variable spend
Staying capital-efficient while retaining founder control
This episode is a must-watch for SaaS founders, operators, and investors interested in pricing, GTM strategy, retention, capital efficiency, and real founder resilience.
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| 0:00.0 | You obviously went through a crazy story here. What's the closest you came to running out of money? |
| 0:04.2 | We were less than two months of the runway. Some people were drafted to the army. There was the |
| 0:10.6 | ongoing war in Ukraine where our R&D stays. So we were panicking. The first decision we made is |
| 0:17.0 | even before that happens, we stopped all the salaries to both of the founders. |
| 0:21.9 | Like, enables your built-in mechanism of survival because you know that, okay, they may have no salary in two months, but we do not have it already today. |
| 0:30.2 | You're doing about $6 million of revenue. |
| 0:32.0 | If someone came and offered you a Forex multiple today, so $24 million all cash up front to sell the business. Do you take the deal? |
| 0:38.2 | 100% enough. It's definitely worth way more than that. |
| 0:41.6 | Hey folks. My guest today is Vlad Malinen. He's an MD PhD and is a surgeon turned AI |
| 0:47.0 | scientist and CTO. Co-founder of speed size today, which is an award-winning startup, |
| 0:52.2 | transforming media optimization, think metadata, |
| 0:55.2 | for 200 plus global brands. He blends tech, neuroscience, and real-world impact together and is a |
| 1:00.8 | Forbes Technology Council member shaping the future of AI. Glad, you ready to take us to the top? |
| 1:05.6 | Yeah. All right. So give me a sense or two, what speed size does? |
| 1:22.8 | So speed size basically does something that is in one and two sentence, we do AI media compression, even one sentence. |
| 1:28.5 | Yeah, AI media compression, guys, to translate that for those who that are not neuroscientists, |
| 1:30.6 | we all visit websites with e-commerce brands. |
| 1:34.2 | More now than ever, these e-commerce brands are not using just still images. |
| 1:40.2 | They're using rotating, you know, animated graphics for products or things that change colors when people scroll or things like that. |
| 1:42.4 | It appears Vlad is helping make sure those pages |
| 1:44.9 | continue to load fast. Vlad, is that accurate? Yeah, it is. Because the more we live, the bigger |
| 1:51.1 | data becomes, especially the modern rich media websites with a lot of videos. And as you mentioned, |
... |
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