AI office
察言观数AskTable
AskTable is an enterprise-grade data analysis agent platform by Memory Future (DataMini).
What is 察言观数AskTable?
AskTable is an enterprise-grade data analysis agent platform by Memory Future (DataMini).Rather than being a generic chatbot, it serves as an AI analysis layer built on top of real business data.By connecting to diverse data sources such as databases, data warehouses, Excel files, and Feishu multidimensional tables, AskTable understands business semantics and enforces strict permission governance.This ensures that employees across different roles receive verifiable answers, charts, and reports within their authorized data scope.
The platform supports both SaaS/app-private deployment (AskTable One) and full private deployment (AskTable Pro), compatible with Oracle, ClickHouse, StarRocks, and various domestic databases.AskTable consolidates field comments, business documentation, and analysis preferences into a unified business knowledge layer.It enables natural language querying via Web, Feishu, API, or CLI, helping enterprises upgrade from passive data viewing to active intelligent decision-making in scenarios like operational analysis, sales attribution, and inventory management.
Key features
- Natural LanguageUsers can ask questions using everyday business language without needing SQL or complex BI skills.The system automatically parses intent and generates accurate data query results.
- Granular PermissSupports row-level and field-level access control along with data masking.The AI identifies user identity and role, ensuring that the same question returns answers compliant with each individual's permissions.
- Unified BusinessConsolidates field comments, business rule documentation, analysis preferences, and expert skills into a single knowledge layer to resolve metric ambiguity and ensure consistent analysis results.
- Multi-Source DatConnects to ERP, CRM, MySQL, PostgreSQL, ClickHouse, StarRocks, Excel/CSV, and Feishu multidimensional tables within minutes.
- Flexible DeploymOffers AskTable One (SaaS/App-private) and AskTable Pro (Full private/Xinchuang compatible/Local LLM) to meet varying data security requirements.
- Multi-Entry InteEnables the use of the same analysis capabilities via Web, Feishu, MCP, API, and CLI, and allows external agents like WorkBuddy and Codex to call its functions.
How to use it
- 1.Connect Data: Link your enterprise databases, data warehouses, Excel files, or Feishu multidimensional tables as data sources.
- 2.Configure Semantics: Add business descriptions, comments, and link relevant documentation to tables and fields to build the business knowledge layer.
- 3.Set Permissions: Configure row-level and field-level access rules to define data visibility scopes for different member roles.
- 4.Start Querying: Use natural language to ask business questions via the Web interface or Feishu plugin.
- 5.View Insights: Receive AI-generated charts, analysis reports, and explanations, which can be saved as dashboards or scheduled tasks.
Where it fits
- Operational AnalFor complex phenomena like revenue growth with declining gross margins, perform multi-dimensional breakdowns (channel → category → store) to automatically locate anomalies and quantify impacts.
- Sales & InventorBusiness staff can directly query sales progress, inventory turnover, and slow-moving SKUs without IT support, enabling immediate data access for ordering and promotion decisions.
- Finance & CompliUnder strict permission controls, finance teams can query sensitive operational data.The system also supports tracing queries back to actual SQL statements to meet audit and compliance requirements.
Pricing and free quota
Pricing and any free quota follow the official site.
Who it is for
- Business Teams & Managers
- Data Analysts & BI Teams
- IT Departments & Data Engineers
- State-owned Enterprises requiring private deployment
FAQ
How does AskTable differ from traditional BI tools like Power BI or Tableau?
Traditional BI focuses on visualization and fixed reports, while AskTable emphasizes dynamic exploratory analysis through natural language interaction.It builds a business knowledge layer and permission governance, allowing non-technical users to gain trustworthy data insights via conversation and embedding them into business workflows.
How do you ensure the reliability of AI-generated SQL or analysis results?
AskTable reduces ambiguity through a unified business knowledge layer (field comments, business docs) and enforces row/field-level permissions before querying.It also supports tracing questions back to the actual executed SQL for manual verification and auditing, ensuring verifiable answers.
Do you support private deployment?How is data security ensured?
Yes.AskTable Pro supports full private deployment, where both the application and large models run in the customer's own environment, keeping data within the domain.It also provides granular permission controls and data masking strategies to meet enterprise security and compliance requirements.