nOps 记录了 97,959 月访问量，月度环比增长为 +13.8%，定价为 Usage-based。Keebo 记录了 7,566 月访问量，增长率为 +8.4%，定价为免费试用，定价请咨询。
Keebo is an autonomous cloud data warehouse optimization platform that continuously rightsizes Snowflake and Databricks compute, cutting waste while protecting query performance and SLAs.
能自我回本的自主云成本优化平台
自主引擎按小时分析你的用量模式，购买最优的预留实例、Savings Plans 与承诺折扣组合，并持续再平衡，在保持高折扣的同时降低长期锁定风险。
以小时级粒度查看多云、Kubernetes、SaaS 与 AI 支出，结合业务背景进行分摊、预测、异常检测与单位经济性分析。
把每小时 AI 支出分摊到具体模型、账号、团队、客户和功能，覆盖 Amazon Bedrock、OpenAI、Claude、Cursor 等，并给出 token 效率、模型选择与缓存优化建议。
实时跟踪有效节省率、承诺覆盖率与已实现节省，并把告警和任务推送到 Slack、Jira、Datadog、Snowflake 等工具。
Keebo is an autonomous cloud data warehouse optimization platform that continuously rightsizes Snowflake and Databricks compute, cutting waste while protecting query performance and SLAs.
Agentic AI adjusts warehouse sizing and compute settings in both directions, holding performance while removing wasted capacity.
Continuous tuning runs in the background with no query rewriting, code changes or engineering tickets required.
Query behaviour, bottlenecks and inefficient patterns are surfaced so data and FinOps teams can act on the same evidence.
The platform runs out-of-band and, per the vendor, never reads query text or result data, so there is no query-path dependency.
把问题转化为可信、可治理答案的 agentic 数据分析平台
专项更强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.
专项更强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.
免费 / 开源把专业级投资组合工具交到你自己手中的 AI 财务顾问
免费 / 开源把专业级投资组合工具交到你自己手中的 AI 财务顾问
专项更强SymphonyAI builds vertical AI applications, agents, and copilots that are tuned to specific industries rather than left generic. Its Eureka AI Platform provides predictive modeling, a low-code agent builder, and prompt-based app generation on top of an AI-ready data foundation, while its industrial IRIS Foundry platform supplies data connectors, a knowledge graph, and pre-built agents for the plant floor.
专项更强SymphonyAI builds vertical AI applications, agents, and copilots that are tuned to specific industries rather than left generic. Its Eureka AI Platform provides predictive modeling, a low-code agent builder, and prompt-based app generation on top of an AI-ready data foundation, while its industrial IRIS Foundry platform supplies data connectors, a knowledge graph, and pre-built agents for the plant floor.
免费 / 开源用团购模式免费降低云与 AI 账单
XenonStack is an AI-first technology company that builds decision infrastructure for enterprise AI agents. Its platform spans reasoning, orchestration, analytics, infrastructure and trust, with products including Foundry, ElixirClaw, ElixirData, NexaStack, MetaSecure and Neural AI, plus pre-built agents for operations, finance, security, analytics and supply chain.
XenonStack is an AI-first technology company that builds decision infrastructure for enterprise AI agents. Its platform spans reasoning, orchestration, analytics, infrastructure and trust, with products including Foundry, ElixirClaw, ElixirData, NexaStack, MetaSecure and Neural AI, plus pre-built agents for operations, finance, security, analytics and supply chain.
Moontower is AI-powered volatility intelligence for traders, desks and firms. It computes its own options volatility surfaces and presents them through a set of proprietary charts, adds an AI agent that reasons over that market data, and exposes a hosted MCP server so tools like Claude Code can query volatility, skew, option chains and trade ideas directly.
Moontower is AI-powered volatility intelligence for traders, desks and firms. It computes its own options volatility surfaces and presents them through a set of proprietary charts, adds an AI agent that reasons over that market data, and exposes a hosted MCP server so tools like Claude Code can query volatility, skew, option chains and trade ideas directly.
面向每一次数据请求的授权层，无论来自人还是代理
用自然语言向数据提问，获得答案、图表与报告
Outerbase is an AI-native workspace for exploring, querying and visualizing data across SQL and NoSQL databases. It pairs an ask-in-plain-English assistant with a spreadsheet-style table editor, dashboards and a shared data catalog, so engineers and analysts can work on the same data without fighting tooling. As of 2025 the team has joined Cloudflare.
Outerbase is an AI-native workspace for exploring, querying and visualizing data across SQL and NoSQL databases. It pairs an ask-in-plain-English assistant with a spreadsheet-style table editor, dashboards and a shared data catalog, so engineers and analysts can work on the same data without fighting tooling. As of 2025 the team has joined Cloudflare.
