Vlad Malanin, a surgeon-turned-AI scientist and co-founder of SpeedSize, shares his journey scaling an AI media optimization SaaS from $400K to $6M ARR with only 25 employees. He discusses how SpeedSize helps brands maintain image quality while boosting performance and the importance of a partnership-led go-to-market strategy. Vlad reveals the challenges he faced during wartime, including dwindling cash reserves and tough founder decisions. Discover his insights on capital efficiency, enterprise pricing, and the path to retaining founder control while navigating growth.
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insights INSIGHT
AI Compression That Preserves Quality
SpeedSize uses AI media compression to preserve original image quality while dramatically reducing file size for rich-media websites.
This allows brands to use high-resolution photos and videos without sacrificing page load speed or visual fidelity.
insights INSIGHT
Product-Market Fit In Visual Industries
SpeedSize serves ~200 customers primarily in fashion, apparel, marketplaces and travel.
Their product fits industries relying on high-quality visuals and conversion-driven media.
volunteer_activism ADVICE
Price By GB And Asset Count
Price enterprise contracts annually by data transferred (GB) and number of original assets.
This simple usage-based model makes costs predictable and scales with customer media growth.
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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.
NOTES:
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
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
WHAT YOU'LL LEARN Founder Story
Transitioning from medicine to AI SaaS
Building during war and geopolitical uncertainty
Making survival-first leadership decisions
Pricing & Revenue
Structuring enterprise SaaS pricing by usage
Designing ACV tiers from $10K to seven figures
Using land-and-expand to drive ARR growth
GTM & Partnerships
Why SpeedSize prioritized partnerships over outbound sales
How AWS and IBM partnerships actually work
The realities of enterprise marketplace distribution
Acquisition & Retention
Why low churn matters more than hypergrowth
Enabling customer expansion through product value
Avoiding paid ads in favor of scalable channels
Scaling & Operations
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.