ThinkingData

ThinkingData (数数科技) is a Chinese enterprise software company focused on data analytics and AI-driven business operations. The company positions itself as a provider of an enterprise-grade AI Agent platform, marketed under the ThinkingAI brand, which combines data collection, analytics, operations strategy, and effect verification into a closed-loop system. According to its official website, the platform has been validated by over 1,500 enterprise customers and more than 8,000 products, drawing on 10 years of industry methodology. The core offering, the ThinkingAI Agentic Engine, is designed to move beyond general-purpose LLMs by embedding domain-specific expertise. It provides a suite of built-in AI Agents — including a Data Analysis Agent, an Intelligent Operations Agent, an A/B Experiment Agent, and a self-service Agent creation tool — that work together to automate the cycle from insight to action. The platform emphasizes a closed loop: discovering problems, analyzing them, formulating strategies, executing actions, and verifying results. It also features omnidirectional perception, integrating behavioral data, user feedback, external public opinion, and internal knowledge bases to improve Agent accuracy. A key differentiator is private deployment. ThinkingData offers on-premises or customer-cloud deployment so that data, models, and inference remain fully under the client's control, addressing data sovereignty and compliance requirements such as GDPR and CCPA. The platform supports integration with OA systems, internal platforms, and IM tools like Slack, Discord, Feishu, and DingTalk, and provides open APIs and SDKs. It also implements the Model Context Protocol (MCP) to connect with broader AI ecosystems, enabling natural-language queries, automated attribution analysis, predictive modeling, and one-click report generation. ThinkingData targets business leaders and operations teams who need to understand user behavior, improve retention, optimize monetization, and act on data insights quickly. Its Agent team is backed by over 100 domain-specific Skills across areas such as payment analysis, user analysis, advertising analysis, operations analysis, retention analysis, report generation, attribution analysis, and public opinion analysis. The company operates primarily in China while serving global customers, and remains a private enterprise.

ThinkingData (数数科技) has built its business around data analytics for enterprises, accumulating what its official website describes as 10 years of industry experience. Over that period, the company developed methodologies and domain knowledge that now underpin its AI Agent platform. According to the website, its solutions have been validated by more than 1,500 enterprise customers and over 8,000 products. The company's current strategic focus is the ThinkingAI Agentic Engine, an enterprise-grade AI Agent platform that represents an evolution from traditional analytics tools toward autonomous, action-oriented AI. The platform is built on the premise that general-purpose LLMs are insufficient for business needs; instead, ThinkingData packages its decade of industry expertise into over 100 domain-specific Skills spanning payment analysis, user analysis, advertising analysis, operations analysis, retention analysis, report generation, attribution analysis, and public opinion analysis. The Agentic Engine is organized around a team of built-in Agents — a Data Analysis Agent, an Intelligent Operations Agent, an A/B Experiment Agent, and a tool for creating custom Agents. These Agents are designed to collaborate and cover the full loop from problem discovery and analysis to strategy formulation, execution, and result verification. The platform also emphasizes omnidirectional perception, fusing behavioral data, user feedback, external public opinion, and internal knowledge bases. ThinkingData offers private deployment so that data, models, and inference remain under the customer's control, and it supports compliance with regulations such as GDPR and CCPA. The platform integrates with OA systems, internal platforms, and IM tools including Slack, Discord, Feishu, and DingTalk, and provides open APIs and SDKs. It also adopts the Model Context Protocol (MCP) to connect with AI ecosystems, enabling natural-language queries, automated attribution, predictive modeling, and interactive dashboards. The company serves customers globally while being based in China.

Enterprise-grade AI Agent platform for data analytics and automated operations, with private deployment and domain-specific Skills.

• ThinkingAI Agentic Engine

  Enterprise-grade AI Agent platform that automates the loop from data insight to action, with private deployment and domain-specific Skills.

• Data Analysis Agent

  Built-in Agent for natural-language queries, automated attribution analysis, predictive modeling, and one-click report generation.

• Intelligent Operations Agent

  Built-in Agent for user insight and fine-grained operations strategy execution.

• A/B Experiment Agent

  Built-in Agent for scientific iteration through A/B testing and effect verification.

• MCP Service

  Model Context Protocol-based service connecting data and Agent capabilities to any AI platform.

• 2026.10.28

  Reported2026.10.29

  ThinkingAI launches Agentic Engine self-service[2]ThinkingAI 发布 Agentic Engine 自助服务prnasia.com

  ThinkingAI launched Agentic Engine self-service, covering self-service experience and subscriptions, AE-CLI, and ecosystem integration capabilities.

• 2021.11.15

  Reported2021.11.15

  Shushu Technology completes Series C financing[3]数数科技完成C轮融资prnasia.com

  Shushu Technology completed a 376 million yuan Series C financing led by Sequoia China, with Linear Capital, Blue Lake Capital and GSR Ventures also participating.

• 2019.12.17

  Reported2019.12.17

  Thinking Data completes RMB 25 million Series A+ funding[4]数数科技完成2500万元A+轮融资tech.sina.com.cn

  Thinking Data announced that it had completed RMB 25 million in Series A+ funding; the investors were not disclosed. The company said the funds would support team expansion, product improvement and marketing.

Read more

1. 1ThinkingAI - 企业级 AI Agent 平台 | 智能数据分析与自动化运营thinkingai.cn
2. 2ThinkingAI 发布 Agentic Engine 自助服务prnasia.com
3. 3数数科技完成C轮融资prnasia.com
4. 4数数科技完成2500万元A+轮融资tech.sina.com.cn