ThinkingData
ThinkingAI (formerly ThinkingData) is a Shanghai-based enterprise AI Agent platform serving 1,500+ companies globally. Its Agentic Engine platform delivers autonomous real-time business operations through specialized agents and 100+ domain-specific skills, built on MiniMax foundation models and private deployment.
- Company typePrivate
- Founded2015
- HeadquartersShanghai, China
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What ThinkingData does
ThinkingData, founded in 2015 and headquartered in Shanghai, originally built a mobile game analytics platform and grew to serve over 1,500 enterprise customers and 8,000+ applications globally, including gaming majors Sega, Krafton, Blizzard, Century Games, Habby, and Mavis Games. Around 2025 the company rebranded to ThinkingAI and pivoted its core offering to Agentic Engine, an enterprise AI Agent platform that shifts business operations from retrospective dashboard analytics to autonomous, real-time decision-making. The platform is built on 10 years of proprietary analytics methodology and a 100+ Skills library spanning payment, user, advertising, operations, retention, reporting, attribution, and sentiment analysis, and is powered by MiniMax's multimodal foundation models under a strategic partnership announced in April 2026.
The product architecture is organized around five specialized agents — Data Analysis, Intelligent Operations, A/B Experiment, Data Collection, and Custom Agent — that operate within an end-to-end Action Loop covering data collection, analysis, strategy formulation, action execution, and A/B-validated effect verification. Full-Domain Sensing integrates behavioral data, user feedback, external sentiment, and internal knowledge bases for multi-source reasoning. Distribution relies on direct enterprise sales with private deployment (data, model, and inference fully self-controlled inside customer infrastructure), supported by integrations with Slack, Discord, Feishu, and DingTalk, MCP (Model Context Protocol) connectivity, OAuth 2.0 enterprise security, and compliance positioning around GDPR and CCPA.
Commercially, ThinkingAI sells on an enterprise SaaS subscription model with annual billing cadence and contact-based pricing. The company has raised approximately $92.4M across four funding rounds between 2019 and 2022, with the largest being a $58.9M Series C led by HSG in November 2021 and a follow-on led by GGV Capital in August 2022. Co-founders include Chengtong Lv (CEO) and Pan Han, with Chris Han also referenced as co-founder in product launch coverage. The company maintains a US presence through a Mountain View, California general office tied to the April 2026 Agentic Engine unveiling and participation in the Generative AI and Agentic AI Summit in San Jose.
ThinkingData firmographics
Firmographics- Name
- ThinkingData
- Legal name
- 数数信息科技(上海)有限公司
- Website
- https://thinkingdata.cn
- Company type
- Private
- Founded year
- 2015
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- ThinkingAI (formerly ThinkingData) is a Shanghai-based enterprise AI Agent platform serving 1,500+ companies globally. Its Agentic Engine platform delivers autonomous real-time business operations through specialized agents and 100+ domain-specific skills, built on MiniMax foundation models and private deployment.
- Ownership category
- akta.pro rank
ThinkingData industry classification
Industry- Product category
- Enterprise AI Analytics Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)
- akta.pro secondary industries
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Data, Analytics & AI Consulting (BPAHAEAF)
Keywords
Where ThinkingData is headquartered
LocationHeadquarters
- HQ city
- Shanghai
- HQ country
- China
- HQ region
- Asia
Offices2 records
Markets served
ThinkingData business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure
Revenue model
- Enterprise SaaS Platform: Agentic Engine platform sold to enterprise customers with private deployment options, suggesting subscription-based or usage-based enterprise licensing model
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise platform with demo availability |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels3 records
ThinkingData product offering
Product offeringCore offering
ThinkingAI (formerly ThinkingData) sells Agentic Engine, an enterprise AI Agent platform that shifts operations from manual dashboard analytics to autonomous, real-time AI-driven decision-making and execution. Built on over 10 years of analytics methodology with 100+ domain-specific Skills, the platform powers a team of specialized agents (Data Analysis, Intelligent Operations, A/B Experiment, Data Collection, Custom) that continuously monitor business metrics, detect anomalies, and execute actions for enterprise customers including gaming companies like Sega, Krafton, and Blizzard.
Product overview
ThinkingAI (formerly ThinkingData) offers Agentic Engine as its core enterprise AI Agent platform, a unified product architecture comprising multiple specialized AI agents (Data Analysis Agent, Intelligent Operations Agent, A/B Experiment Agent, Data Collection Agent, Custom Agent) that work together as a team. The platform is built on 10 years of industry methodology with 100+ domain-specific Skills. Key modules include Action Loop for end-to-end operational automation, Full-Domain Sensing for multi-source data integration, Private Deployment for data sovereignty, MCP Service for AI ecosystem connectivity, and Agent Management for governance. The platform shifts businesses from retrospective analytics dashboards to autonomous AI-driven operations, serving 1,500+ enterprise customers globally including major gaming companies.
Differentiator
Problem solved
Functional benefit
Products and services
- Agentic Engine
- Data Analysis Agent (数据分析 Agent)
- Intelligent Operations Agent (智能运营 Agent)
- A/B Experiment Agent (A/B 实验 Agent)
- Data Collection Agent (数据采集 Agent)
- Custom Agent (自主创建 Agent)
Quantifiable outcome
- 1,500+ companies and 8,000+ applications validated platform experience
- +1 more outcomes
Companies that use ThinkingData
Customer profileNamed customers6 records
Segments2 records
Ideal customer profiles2 records
ThinkingData technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability8 records
Feature6 records
ThinkingData partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- MiniMaxflagship/coreStrategic partnership to launch Agentic Engine, an enterprise agentic platform powered by MiniMax's multimodal foundation models. The platform enables autonomous, real-time decision-making in business operations, shifting from traditional analytics dashboards to AI agents that continuously monitor performance, detect changes, and execute actions without human intervention. MiniMax provides the foundational LLM intelligence layer and went public in January 2026 with market capitalization exceeding $40 billion.
Scale indicators5 records
Recent moves6 records
Expansion highlights6 records
ThinkingData competitors and assessment
Company assessmentDirect peers
- Moveworks: Enterprise AI agent platform that autonomously resolves employee requests and executes workflows across business systems. Directly comparable to ThinkingAI's Agentic Engine in targeting autonomous, multi-system enterprise action driven by foundation models.
- Aisera: Enterprise AI agent platform delivering autonomous actions across IT, HR, and customer service workflows via natural language. Closely comparable product positioning and buyer profile to ThinkingAI's Agentic Engine.
- Decagon: AI agent platform for customer experience that autonomously resolves complex inquiries and executes actions in enterprise systems. Comparable in autonomous-agent architecture and MCP-style tool integration to ThinkingAI.
- Cognigy: Conversational and agentic AI platform enabling enterprises to deploy AI agents across channels (Slack, Teams, web). Comparable to ThinkingAI in agent orchestration and IM-platform integrations.
- GameAnalytics: Game-focused analytics platform providing retention, monetization, and player-behavior insights. Direct competitor to ThinkingData's legacy gaming analytics offering.
Broad incumbents
- Amplitude: Established product analytics platform with deep roots in digital and gaming customers. Comparable to ThinkingData's analytics heritage and overlap with ThinkingAI's data/behavior analysis Skills.
- Mixpanel: Product analytics platform widely used by digital and gaming teams. Comparable to ThinkingData's analytics foundation and overlapping with the user-behavior and retention Skills in ThinkingAI's library.
Regional players
- Sensor Tower: Mobile and gaming market intelligence platform with strong presence in Western markets. Comparable in serving gaming enterprises with analytics and ad/attribution insights.
Emerging players
- LangChain: Open-source framework for building LLM-powered agents and multi-agent workflows. Adjacent competitor to ThinkingAI's Agentic Engine for technical teams building custom agent applications.
- CrewAI: Multi-agent orchestration framework enabling coordinated AI agents to execute complex workflows. Comparable to the multi-agent architecture of ThinkingAI's Data Analysis, Operations, and A/B Experiment Agents.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
ThinkingData social profiles
Digital presenceThinkingData compliance and trust
Trust signalCompliance2 records
ThinkingData financial estimates
Financial estimateRevenue estimate
Valuation estimate
ThinkingData leadership team
Management profileNumber of profiles
Profiles3 records
ThinkingData funding detail
Funding detailFunding overview
Funding rounds4 records
Investors5 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
ThinkingData M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about ThinkingData
What does ThinkingData do?
ThinkingAI (formerly ThinkingData) sells Agentic Engine, an enterprise AI Agent platform that shifts operations from manual dashboard analytics to autonomous, real-time AI-driven decision-making and execution. Built on over 10 years of analytics methodology with 100+ domain-specific Skills, the platform powers a team of specialized agents (Data Analysis, Intelligent Operations, A/B Experiment, Data Collection, Custom) that continuously monitor business metrics, detect anomalies, and execute actions for enterprise customers including gaming companies like Sega, Krafton, and Blizzard.
Is ThinkingData a public or private company?
ThinkingData is a private company. It is classified as venture growth investor backed and is currently operating.
When was ThinkingData founded?
ThinkingData was founded in 2015. It employs 1 to 10 people.
Where is ThinkingData based?
ThinkingData is headquartered in Shanghai, China, in the Asia region.
How does ThinkingData make money?
One revenue line is on record: enterprise SaaS Platform.
Who are ThinkingData's main competitors?
Direct peers on record are Moveworks, Aisera, Decagon, Cognigy and GameAnalytics. Broad incumbents are Amplitude and Mixpanel. Sensor Tower is listed as a regional player. Emerging players are LangChain and CrewAI.
Does ThinkingData have an API?
Yes. ThinkingAI provides an open API and SDK with multi-language support, enabling developers to integrate Agent capabilities into any system. The platform also offers MCP (Model Context Protocol) service that connects data and Agent capabilities with any AI platform, supporting data querying, intelligent analysis, workflow triggering, and dashboard creation.
What industry is ThinkingData in?
ThinkingData's product category is Enterprise AI Analytics Software. Its primary akta.pro industry code is HDAAACAF, Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent), with a secondary code of HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management). Its NAICS code is 5132 and its SIC code is 7372.