Numerous.ai 的替代产品（2026）
Numerous.ai 起步价为 Not published。下面的产品出现在相同分类里。
1
Akkio
Akkio automates campaign workflows for media agencies and data providers, from strategy and audience segmentation through media-plan simulation, activation, and measurement. The platform can run as SaaS or embedded in the customer's cloud, and the site cites HIPAA and GDPR commitments.
价格: Not published. 适合: Media agencies that want agents across audience, planning, and measurement workflows.
也出现在 最好用的 AI 数据分析工具.
2
Databricks AI/BI Genie
Databricks AI/BI includes AI-assisted dashboards and Genie, a conversational experience for business users to ask questions in natural language. Analytics runs on data governed in Unity Catalog, and Genie can be reached through an API or added to apps such as Microsoft Teams, Slack, or Glean.
价格: Not published. 适合: Companies already on Databricks that want self-serve BI without a separate per-seat BI license.
也出现在 最好用的 AI 数据分析工具.
3
Fabi.ai
Fabi.ai is an AI-native BI platform for ad hoc analysis, dashboards, and data workflows across spreadsheets, warehouses, and applications. It mixes SQL, Python, and no-code. The vendor states that it is SOC 2 compliant and GDPR and CCPA ready.
价格: $0. 适合: Marketing and data teams that want an AI analyst plus notebooks and scheduled dashboards.
也出现在 最好用的 AI 数据分析工具.
4
Hex
Hex is an AI analytics platform for data exploration, agentic notebooks, conversational self-serve, and interactive data apps. It grounds agents in semantic models and context, and connects to tools including Slack, Claude, Codex, Cursor, and MCP.
价格: Free, then $36/editor/mo. 适合: Data teams that want governed self-serve analytics and notebook-to-app workflows.
也出现在 最好用的 AI 数据分析工具.
5
Julius AI
Julius is an AI workspace for exploring files, running analyses, visualizing results, and answering questions with citations. Paid plans add credits, frontier models, and connectors to warehouses including Snowflake, BigQuery, MySQL, PostgreSQL, and SQL Server, plus Google Drive, OneDrive, and SharePoint.
价格: Free, then $20/mo. 适合: Individuals and small teams who want chat-style analysis plus generated reports, decks, and files.
也出现在 最好用的 AI 数据分析工具.
6
Powerdrill
Powerdrill Bloom is an AI workspace that answers questions across documents and databases in plain language and returns the page, row, and figure behind each number. The site says it can run on-premise or in a private cloud, and that agents learn from prior analyses.
价格: $0. 适合: Analysts who need cited answers from files and databases, including private-cloud deployments.
也出现在 最好用的 AI 数据分析工具.
7
Shortcut
Shortcut is a finance agent for financial modeling and analysis in Excel, with web, desktop, CLI, Excel plugin, and Google Sheets plugin access. The site says it offers on-prem deployment, SOC 2 Type II, zero-data-retention agreements, and private model gateways.
价格: $0. 适合: Finance, PE, banking, and FP&A teams that want an agent inside existing Excel models.
也出现在 最好用的 AI 数据分析工具.
8
ThoughtSpot
ThoughtSpot is an agentic analytics platform for natural-language answers, Liveboards, and embedded analytics on governed data. Spotter is its AI analyst, and the pricing page lists live connections including Snowflake, Databricks, and Redshift.
价格: $25 per user/month, billed annually. 适合: Enterprises that want search-style analytics and embedded AI answers on a governed semantic layer.
也出现在 最好用的 AI 数据分析工具.