특화 강점컴퓨터 비전 데이터셋 어노테이션 및 모델 학습을 간소화하지만, 일반적인 LLM 텍스트 작업에는 덜 적합합니다.
Scale는 월간 방문 616,915, 전월 대비 성장률 +12.5%, 가격 문의 가격 모델을 기록합니다. TENDERD는 월간 방문 713, 성장률 -80.6%, 무료 체험, 가격 문의 가격 모델을 기록합니다.
Scale is an enterprise AI company that supplies the data, evaluation and deployment layers behind production AI. Its Data Engine sources and labels training data for frontier models, its evaluation work benchmarks model capability, and its platform teams help enterprises and governments move AI systems from pilot into real operations.

TENDERD is an AI-powered fleet and equipment management platform for heavy industries. It connects vehicles and machinery into one system so operations teams can track assets in real time, monitor safety, plan maintenance predictively and see emissions and fuel data alongside productivity.
| 항목 / 지표 | ![]() | |
|---|---|---|
| 공식 도메인 | scale.com | tenderd.com |
| 가격 모델 | 가격 문의 | 무료 체험, 가격 문의 |
| 월간 방문 수 | 61.69만 (616,915) | 713 (713) |
| 전월 대비 트래픽 변화량 | +6.87만 (+12.5%) | -2.97천 (-80.6%) |
| 주요 시장 및 점유율 | 🇺🇸 미국 (44.2%) | 🇮🇳 인도 (90.1%) |
| 월 직접 방문 수 | 19.14만 | 283 |
| 사용자 평점 | 4.7 | 4 |
| 지원 플랫폼 | 웹사이트 | 웹사이트 |
Scale is an enterprise AI company that supplies the data, evaluation and deployment layers behind production AI. Its Data Engine sources and labels training data for frontier models, its evaluation work benchmarks model capability, and its platform teams help enterprises and governments move AI systems from pilot into real operations.
Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.

TENDERD is an AI-powered fleet and equipment management platform for heavy industries. It connects vehicles and machinery into one system so operations teams can track assets in real time, monitor safety, plan maintenance predictively and see emissions and fuel data alongside productivity.
Real-time GPS tracking and geofencing show where every vehicle and machine is, how long it has been idle and how it is being used across sites.
AI monitors operator behaviour, detects incidents and supports compliance reporting so risks are caught before they become accidents.
Predictive alerts and automatic scheduling cut unplanned downtime and keep service intervals tied to actual usage rather than guesswork.
Fuel consumption and carbon output are tracked continuously, turning sustainability targets into numbers operations teams can act on.
특화 강점컴퓨터 비전 데이터셋 어노테이션 및 모델 학습을 간소화하지만, 일반적인 LLM 텍스트 작업에는 덜 적합합니다.

Scale의 핵심 어노테이션 사업과 비슷하게 기업용 데이터 라벨링 및 학습 데이터 큐레이션에 집중합니다.

특화 강점Netradyne is an AI-powered fleet safety platform built around the Driver•i camera system. It analyzes 100% of drive time with edge AI, delivers real-time in-cab alerts, scores drivers with the GreenZone Score, and helps fleets reduce collisions, exonerate drivers, and lower insurance pressure.
특화 강점Netradyne is an AI-powered fleet safety platform built around the Driver•i camera system. It analyzes 100% of drive time with edge AI, delivers real-time in-cab alerts, scores drivers with the GreenZone Score, and helps fleets reduce collisions, exonerate drivers, and lower insurance pressure.

기업용 멀티모달 어노테이션 및 데이터 관리 도구를 제공하지만, 관리형 라벨링 인력에 대한 비중은 상대적으로 낮습니다.
기업용 멀티모달 어노테이션 및 데이터 관리 도구를 제공하지만, 관리형 라벨링 인력에 대한 비중은 상대적으로 낮습니다.

특화 강점하나의 연결 환경에서 AI 모델과 에이전트를 추적·평가·배포하세요.

특화 강점Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
특화 강점Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.

무료 / 오픈소스맞춤형 데이터 라벨링 및 인간 참여형(Human-in-the-loop) 어노테이션 파이프라인을 위한 유연한 오픈소스 대안을 제공합니다.
무료 / 오픈소스맞춤형 데이터 라벨링 및 인간 참여형(Human-in-the-loop) 어노테이션 파이프라인을 위한 유연한 오픈소스 대안을 제공합니다.

특화 강점Windward is a Maritime AI™ platform that fuses multi-sensor maritime data with behavioral analytics to deliver mission-grade, all-source operational intelligence for defense, government, and commercial organizations.
특화 강점Windward is a Maritime AI™ platform that fuses multi-sensor maritime data with behavioral analytics to deliver mission-grade, all-source operational intelligence for defense, government, and commercial organizations.

특화 강점스스로 개선되는 AI 에이전트를 구축·시뮬레이션·평가·모니터링
특화 강점스스로 개선되는 AI 에이전트를 구축·시뮬레이션·평가·모니터링

특화 강점Provides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
특화 강점의료 운송 차량을 위한 AI 기반 NEMT 계획·배차·청구