概览
主要功能
- 多模态日志 ingestion 和 storage
- AI-assisted 事件和异常检测
- 全域 search 和 visualization
- 数据集 curation 便于 ML 训练
- 工程队伍协作工具
- API 供自定义分析管道
价格
- 模型
- Freemium
- 分类
- 操代报本合送
- 评分
- 4.5 / 5 (4)
使用场景
Debug Robot Incidents from Field Logs
ingestion 多模态日志从部署的机器人，并使用 AI-assisted 事件检测以快速处置事件和在传感器、视频和测力学流上定位根源。
Curate Datasets for ML Training
搜索和过 滤跨大记录库来提取相关事件并创建高质量的培训数据集用于感知、规划或控制模型。
Validate Safety Across Fleet Deployments
跟踪车队行为并在真实世界和模拟日志中显示异常，以支持安全验证流程在生产环境更新之前。
Custom Analysis via APIs
使用该平台的API来集成 Roboto 到自定义分析管道，自动化日志处理并连接结果到内部工程工具。
优点 & 缺点
优点
- 处理多种多模态机器人日志格式
- 缩短调试时间和事件处置
- 支持安全验证流程
- 集中化数据供团队协作分析
缺点
- 主要针对机器人案例
- 可能需要为自定义的日志格式进行集成
- 新于 log 驱动工作流程的团队需要学习曲线
对决战绩
在万神殿中参与了 1 对决。
Last battle
评测
4 个评分的平均值。
登录以留下评测。
Does the job
Pretty happy overall. Dataset curation for ML training just works and supports safety validation workflows. but no dealbreakers — I'd recommend it to a friend without hesitating.
Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on multimodal log ingestion and storage, and speeds up debugging and incident triage caught me off guard. still, I'd recommend giving it a real trial.
Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on aPIs for custom analysis pipelines, and supports safety validation workflows caught me off guard. Learning curve for teams new to log-driven workflows is why this isn't a perfect score, still, I'd recommend giving it a real trial.
Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on collaboration tools for engineering teams, and supports safety validation workflows caught me off guard. Learning curve for teams new to log-driven workflows is why this isn't a perfect score, still, I'd recommend giving it a real trial.
问答
What is Roboto?
Roboto is the analytics engine for Physical AI. We ingest every robotics log format and automate robotics data analysis so you can understand robot behavior, diagnose failures, and improve system performance.
Asked by Naomi Suzuki · Apr 23, 2026
How is Roboto different from a log visualizer?
Visualizers show you one log at a time. Roboto analyzes every log, flags the issues that matter, and lets you query patterns across your entire fleet. You start with the answer, not a timeline.
Asked by Omar Haddad · Apr 5, 2026
How does Roboto work?
Roboto reads your logs from your bucket or upload, indexes every topic and event, runs configurable agents and deterministic health checks against each one, and surfaces results. The same Python SDK powers ad-hoc analysis and production Actions.
Asked by Wolfgang Krause · Apr 4, 2026
Where is my data stored?
You choose. Connect an AWS S3 bucket and Roboto indexes and reads from it directly. For teams that prefer it, we also offer fully-managed storage in our cloud or your VPC.
Asked by Nadia Benali · Mar 23, 2026
How does Roboto handle enterprise security and deployment?
Roboto connects to your existing SSO over SAML or OIDC, with role-based controls that scope access by user, team, and dataset. Run Roboto in our cloud or self-hosted inside your own AWS environment. Every action is logged with retention windows you control, so the security and compliance posture your team already runs continues to apply.
Asked by Ravi Kapoor · Mar 21, 2026
提问
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