Scale AI
Provides data labeling, model evaluation, and infrastructure services for AI development
scale.com ↗📍 San Francisco, California, USA
Verified Data
“2024_actual: $870 million, 2025_projected: $2 billion, current_arr_status: Over $1.5 billion (mid-2025)”
“total_funding: $15.9 billion, latest_round: Series G ($14.3 billion), latest_round_date: June 12, 2025, valuation: $29.2 billion (June 2025)”
“visits: 549,100 (March 2026), bounce_rate: 49.39%, pages_per_visit: 2.40”
“Over 400 enterprise clients; total customer base estimated at 1,000+”
“Estimated 1,000 - 5,000 employees (based on 1,000+ customer data and growth)”
“Projected 130% YoY revenue growth (2025); Significant expansion in generative AI data labeling (RLHF)”
Company Profile
Contact
@scale_AIStrategic Analysis
Strategy
Scale AI operates as a data infrastructure company for AI, providing both platform tools and managed services for data annotation and RLHF. They focus on serving large enterprise clients and AI labs with mission-critical data needs. The company is betting heavily on the generative AI boom and expanding internationally while maintaining strong government and defense relationships.
Tactics
Usage-based pricing model allows flexible scaling for customers while maximizing revenue from high-volume clients. Heavy investment in enterprise sales and customer success to land major AI companies like OpenAI and Meta. Strategic leadership changes including bringing in Meta executives and founder transition to maintain key partnerships.
Competitive Positioning
Positioned as the premium data infrastructure provider for AI companies, competing against smaller annotation services and in-house solutions. Differentiates on scale, quality, and enterprise-grade security for handling sensitive AI training data. Strong moat through customer relationships with major AI labs and government contracts.
Marketing Approach
Enterprise-focused sales motion targeting AI/ML teams at large tech companies and government agencies. Heavy emphasis on thought leadership and industry presence through conferences and partnerships. Customer success stories and case studies with major AI companies as primary marketing assets.
Notable
Founded by Alexandr Wang who became one of the youngest billionaires; recently transitioned to Meta while Jason Droege became CEO
🔗 Source ↗Tech Stack
Python
JavaScript
TypeScript
React
Node.js
TensorFlow
PyTorchKerasAmazon S3
AWS
Google Cloud Platform
MongoDB
PostgreSQL
Redis
Docker
Kubernetes
Jenkins
SegmentRecent News
Related AI Infrastructure Companies
Discovery Sources
Signals
“visits: 549,100 (March 2026), bounce_rate: 49.39%, pages_per_visit: 2.40”
“Projected 130% YoY revenue growth (2025); Significant expansion in generative AI data labeling (RLHF)”
“Estimated 1,000 - 5,000 employees (based on 1,000+ customer data and growth)”
“Over 400 enterprise clients; total customer base estimated at 1,000+”
“total_funding: $15.9 billion, latest_round: Series G ($14.3 billion), latest_round_date: June 12, 2025, valuation: $29.2 billion (June 2025)”
“2024_actual: $870 million, 2025_projected: $2 billion, current_arr_status: Over $1.5 billion (mid-2025)”
“Sources provide conflicting revenue projections, with some expecting to hit $2 billion in 2025 while others project $2 billion in 2026; Scale AI's own blog states over $1 billion in new business in 2025”
“Sources present conflicting team size figures, including 1,200 (2025), 900 (2025), and 523 (March 4, 2026)”
“Total funding raised amounts to $1.6 billion across 7 rounds, with the latest being a $1 billion Series F round in May 2024”
“The company generated $870 million in revenue in 2024, with an annualized run rate of $1.5 billion by the end of 2024”
“It is projected to reach $2 billion in revenue in 2025 or 2026”
“the company has grown to approximately 1000 employees, with Wikipedia estimating 1,200 employees for 2025”
“They serve over 400 enterprise clients worldwide”
“Scale AI has raised a total of $1.6 billion in traditional funding across 7 rounds”
“Scale AI generated $870 million in revenue in 2024, up from $760 million in 2023”
“Revenue growth has been substantial, jumping 162% from $290 million in 2022 to $760 million in 2023, and its International Public Sector team's revenue doubled in 2025, with projections to double again in 2026”
“The company has 1,200 employees as of 2025”
“its clientele includes prominent entities such as Google, Microsoft, Meta, General Motors, OpenAI, the US Department of Defense, Mayo Clinic, BP, Allianz, Anthropic, Cohere, and the Qatari government”
“Scale AI has raised a total of $1.6 billion in funding across seven rounds”
“the company reported $870 million in revenue for 2024, with projections to reach $2 billion in revenue in 2025”
Evidence
Find out if Scale AI is the right fit for your future career! Explore jobs, salary, equity, and funding information. Read about work-life balance, perks, benefits, and the company culture!
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