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Scale AI, Inc. provides data-centric AI infrastructure to help enterprises and governments build, deploy, and oversee reliable AI applications.

Scale AI, Inc. provides data-centric AI infrastructure and end-to-end technologies that power the world’s leading models and enable enterprises and governments to build, deploy, and oversee AI applications that deliver real impact. The company emphasizes high-quality data, scalable data workflows, and governance-enabled tooling to support teams across the entire ML lifecycle—from data preparation and labeling to model evaluation and deployment. By combining data-centric services with cutting-edge software, Scale helps organizations accelerate AI programs, improve decision-making, and scale responsible AI across private and public sectors.

Mission statement

Our mission is to develop reliable AI systems for the world’s most important decisions.

Products & Services

Scale Data Engine Product

Elevate AI model performance with high-quality, diverse data and efficient management.

scale.com/data-engine
  • High-Quality Data — Enhance Model Accuracy
  • End-to-End ML Lifecycle Management — Oversee Entire Process
  • Annotation and Labeling Workflows — Streamline Data Training
  • Multimodal Model Support — Integrate Diverse Data Types
  • Scalability — Optimize Resource Use
  • Cost-Effective Data Solutions — Maximize ROI on Data
  • Diversity and Inclusion of Data — Broaden Data Sources

Scale GenAI Platform Platform

Enables organizations to build, evaluate, and control advanced AI solutions effectively.

scale.com/genai-platform
  • Enterprise-ready AI Transformation — Drive Enterprise-wide AI Adoption
  • Platform for Building and Governing AI Agents — Empower AI Development
  • Observability and Evaluation — Monitor Agent Performance
  • Agent Execution Framework — Scale AI Operations Seamlessly
  • Advanced Retrieval Augmented Generation Tools — Optimize Data Retrieval Processes

Scale Donovan Platform

Empowers organizations to deploy specialized AI agents for mission-critical workflows and enhance operational efficiency.

scale.com/donovan
  • Custom Domain-Specific Agents — Develop Tailored Solutions
  • Agent Training and Evaluation — Train Agents Extensively
  • Mission-Ready Deployment — Launch Agents Instantly
  • Red Teaming and Safety — Ensure Agent Security
  • Integration with Existing Systems — Enhance System Compatibility
  • No-Code Interface — Build Agents Easily

Agentic Solutions Platform

Accelerate AI transformation with reliable, learning AI agents customized for your enterprise context and skills.

scale.com/enterprise/agentic-solutions
  • Build: Custom domain-specific agents — Construct Tailored AI Agents
  • Red Teaming: Agent vulnerability testing — Conduct Vulnerability Assessments
  • AI Adaptation — Enhance Decision-Making
  • Observability and evaluation — Monitor Agent Performance
  • Train: Post-training on data, tools, and skills — Enhance Agent Capabilities
  • White-glove service — Receive Premium Support
  • Integration: Seamless API Access — Integrate Effortlessly
  • Translate: Make data agent-ready — Prepare Data for AI Use

Public Sector Data Engine Product

Enhance AI performance and reliability for public sector applications.

scale.com/public-sector-data-engine
  • Data annotation — Enhances Data Quality.
  • End-to-end ML Ops — Streamlines AI Development.
  • Data curation — Optimizes Data Management.
  • Model evaluation — Improves Model Accuracy.

Investment Management Assistant Product

Accelerates investment analysis by transforming financial data into actionable insights.

scale.com/enterprise/prebuilt-applications/investment-management-assistant
  • Automated data analysis — Process Large Datasets Quickly
  • Structured data retrieval and visualization — Visualize Data with Natural Language
  • Dynamic report generation — Generate Tailored Reports Automatically
  • Proprietary data integration — Integrate Proprietary Data Seamlessly

Investment Due Diligence Assistant Product

Accelerates due diligence processes for investment professionals, enhancing decision-making with actionable insights.

scale.com/enterprise/prebuilt-applications/investment-due-diligence-assistant
  • Automated Data Analysis — Enable Rapid Data Processing
  • Structured Data Retrieval and Visualization — Transform Data Into Visual Insights
  • Dynamic Report Generation — Accelerate Report Creation
  • Proprietary Data Integration — Seamlessly Integrate Diverse Datasets

Agentic Building Permit Validation Product

Automate building permit assessments for faster, more accurate compliance checks.

scale.com/enterprise/prebuilt-applications/agentic-building-permit-validation
  • Automated Permit Validation — Automate Assessments
  • Accuracy and Liability Protection — Enhance Accuracy
  • Review Time Reduction — Accelerate Review Process

Generative AI Medical Scribe Product

Enhances clinical workflows by automating documentation of patient encounters.

scale.com/enterprise/prebuilt-applications/generative-ai-medical-scribe
  • Clinical documentation generation — Streamlines Documentation Process
  • Healthcare efficiency — Reduces Operational Costs
  • Real-Time Insights — Provides Instant Feedback

Market Segments

Data labeling and ML lifecycle management

Capabilities for high-quality data annotation, curation, and end-to-end ML ops to prepare, benchmark, and deploy training datasets for LLMs, generative models, and computer vision.

AI agent platforms and orchestration

Platforms and frameworks to build, train, evaluate, govern, and operationalize domain-specific AI agents, including observability, red-teaming, and integration features.

Building permit compliance automation

Automated assessment of construction plans against building codes and safety standards to accelerate reviews, improve accuracy, and reduce liability.

Clinical documentation automation

Generative AI that converts patient-physician encounters into structured clinical documentation and delivers real-time insights to improve workflow efficiency.

Investment research and due diligence automation

AI-driven analysis, dynamic report generation, and proprietary data integration to accelerate due diligence, portfolio analysis, and investment decision-making.

Related Organizations

Common Questions

What does Scale AI, Inc. do?
Scale AI, Inc. provides data-centric AI infrastructure and end-to-end technologies that power the world’s leading models and enable enterprises and governments to build, deploy, and oversee AI applications that deliver real impact. The company emphasizes high-quality data, scalable data workflows, and governance-enabled tooling to support teams across the entire ML lifecycle—from data preparation and labeling to model evaluation and deployment. By combining data-centric services with cutting-edge software, Scale helps organizations accelerate AI programs, improve decision-making, and scale responsible AI across private and public sectors.
What is Scale AI, Inc.'s role in the Data labeling and ML lifecycle management market?
Capabilities for high-quality data annotation, curation, and end-to-end ML ops to prepare, benchmark, and deploy training datasets for LLMs, generative models, and computer vision.
What is Scale AI, Inc.'s role in the AI agent platforms and orchestration market?
Platforms and frameworks to build, train, evaluate, govern, and operationalize domain-specific AI agents, including observability, red-teaming, and integration features.
Scale AI, Inc. — company overview