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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.
攜帶完整技術脈絡錄影回報 Bug
透過瀏覽器擴充功能、iOS App 或 Mac App 直接錄影或截圖。
可取用的主控台日誌、網路請求、使用者事件與裝置資訊隨錄影一併保存。
自動產生標題、摘要與重現步驟，為開發者與代理提供明確起點。
把 Jam 推送到 Linear、Jira 或 Slack 分派，或送入 AI 編碼工具排查。
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.
專項更強Plans and executes automated tests using natural language, replacing manual bug reproduction steps with AI agents.
提供企業級多模態標註與資料管理工具，但較不強調託管式的標註人力。
專項更強Unifies test results and manual tracking, though lacking Jam's automatic visual screen recording and log capture.
專項更強在互聯環境中追蹤、評估並交付 AI 模型與代理。
專項更強Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
專項更強Focuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
免費 / 開源提供具彈性的開源替代方案，適用於自訂資料標註與真人迴路（Human-in-the-loop）標註管線。
專項更強打造、模擬、評估並監控能自我改進的 AI 代理
專項更強Provides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
專項更強Automatically writes and executes regression test suites, offering deeper test automation than front-end bug capture.
專項更強Automatically writes and executes regression test suites, offering deeper test automation than front-end bug capture.
