特化型コンピュータビジョンのデータセットのアノテーションやモデルトレーニングを効率化しますが、一般的なLLMのテキストタスクにはあまり向いていません。
Scale は月間 616,915 訪問、前月比成長率 +12.5%、料金体系料金は要問い合わせを記録しています。TENDERD は月間 713 訪問、成長率 -80.6%、料金体系無料トライアル、料金は要問い合わせを記録しています。
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.
| 項目 / 指標 | ![]() | |
|---|---|---|
| 公式ドメイン | scale.com | tenderd.com |
| 料金モデル | 料金は要問い合わせ | 無料トライアル、料金は要問い合わせ |
| 月間訪問数 | 61.69万 (616,915) | 713 (713) |
| 前月比トラフィック増減 | +6.87万 (+12.5%) | -2965 (-80.6%) |
| 主要市場とシェア | 🇺🇸 アメリカ合衆国 (44.2%) | 🇮🇳 インド (90.1%) |
| 月間ダイレクト訪問数 | 19.14万 | 283 |
| ユーザー評価 | 4.7 | 4 |
| 対応プラットフォーム | ウェブサイト | ウェブサイト |
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.
特化型コンピュータビジョンのデータセットのアノテーションやモデルトレーニングを効率化しますが、一般的なLLMのテキストタスクにはあまり向いていません。

Scaleの主要なアノテーション事業と同様に、企業向けのデータラベリングと学習データのキュレーションに特化しています。

特化型Netradyne 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.
特化型Netradyne 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.

企業のマルチモーダルアノテーションやデータ管理ツールを提供しますが、管理されたラベリング作業員への比重は低めです。
企業のマルチモーダルアノテーションやデータ管理ツールを提供しますが、管理されたラベリング作業員への比重は低めです。

特化型一つの接続環境で AI モデルとエージェントを追跡・評価・出荷。

特化型Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
特化型Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
コンピュータービジョンや物理AIのワークロードに特化したデータインフラストラクチャとアノテーションに特化しています。

無料・オープンソースカスタムデータのラベリングや、人間参加型(ヒューマン・イン・the・ループ)のアノテーションパイプライン向けに、柔軟なオープンソースの代替手段を提供します。
無料・オープンソースカスタムデータのラベリングや、人間参加型(ヒューマン・イン・the・ループ)のアノテーションパイプライン向けに、柔軟なオープンソースの代替手段を提供します。

特化型Windward 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.
特化型Windward 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.
特化型自己改善するAIエージェントの構築・シミュレーション・評価・監視

特化型Provides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
特化型医療輸送フリート向け AI 搭載 NEMT 運行計画・配車・請求