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Data Grand

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AI-powered robotic process automation for enterprises

Huangpu, ChinaFounded 2015AI
Valuation $250–500M Last recorded · 2022
Revenue $1–10M Latest reported FY
Headcount <100 Current team size
Total funding $100–500M Disclosed equity funding
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About Data Grand

Data Grand, also known as 达而观信息科技(上海)有限公司, is a Chinese software developer established in 2015 by Chen Yunwen. The company specializes in intelligent text processing, leveraging a combination of Robotic Process Automation (RPA), Natural Language Processing (NLP), Optical Character Recognition (OCR), and Knowledge Graph technologies. It provides enterprise-level solutions for automating and optimizing business processes.

The company's core offerings include an Intelligent RPA platform that integrates AI capabilities to handle complex workflows beyond simple data-based tasks. Its product suite features a studio for building automations with a drag-and-drop interface, a console for deploying and monitoring tasks, and software robots for execution. Data Grand's NLP services are built on a large annotated corpus, enabling functions like automatic document extraction, content review, and risk assessment for contracts and financial documents. Additionally, its OCR platform extracts text from images and scanned documents. A key product is the 'Caozhi Large Model', which, combined with RPA, creates 'Digital Employees' capable of understanding complex language, planning tasks, and utilizing a knowledge management system to improve performance over time.

Data Grand serves a wide range of industries, including banking, finance, accounting, telecommunications, and manufacturing. Its solutions are applied to various business scenarios such as financial report analysis, loan approvals, risk compliance, intelligent marketing, and supply chain management. The business model is primarily B2B, providing these software products and solutions to other enterprises to enhance their digital transformation and operational efficiency.

Since its founding, Data Grand has achieved significant financial milestones. The company has raised a total of approximately $164 million over seven funding rounds. Its first seed round was in January 2016, and the most recent was a Series C round in March 2022, which raised about $91.8 million. This Series C financing set a new record in China's NLP and knowledge graph sector. The company's investors include prominent firms such as CITIC, China Merchants Securities, Shenzhen Capital Group, Legend Star, SAIF Partners, and CBC Capital.

Source: Dealroom company data

At a glance

Status
Operational
Founded
2015
Headquarters
Huangpu, China
Employees
18
Open positions
None listed
Dealroom signal
25.3/100
Industry
Enterprise Software
Sector
AI, Data Analytics, Core AI, Robotic Process Automation, Hard Tech, AI Applications, DT and LS
Technology
Artificial Intelligence, Big Data, Deep Tech
Business model
SaaS
Client focus
b2b

Funding history

5 recorded events

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
SERIES COther financing Mar 2022 $80M $319M GF Securities · Xianghe Capital · China Merchants Securities · Hundreds Capital ↗
SERIES BOther financing May 2020 $37M $149M Shenzhen Capital Group ↗
Showing the latest 2 of 5 recorded eventsBook a demo for the full funding history →

Financials

Revenue over time

Revenue, earnings and other financial measures where available. Years marked “E” are estimates.

YearRevenueGrowth
2026
2025
2024
2023
2022
2021
2020 —
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Growth signals

Data Grand website traffic

Latest recorded traffic for Data Grand is 36K monthly website visits, down 12.2% over the last three months. Data Grand's team grew 0% over the past year.

Latest monthly visits36K 3-month web change-12.2% 1-year team growth0%
Summary metrics are public; monthly history is available with a demoCompare with peers →

Similar companies

Closest operating peers by Dealroom taxonomy

Company identity and context are open; selected comparison metrics preview what is available on the platform.

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LifebitEmpowers therapeutic leaders and pioneers in precision medicine on how to access and analyse siloed biomedical data London, United Kingdom Operational
BigIDData intelligence platform enables organizations to know their enterprise data and take action for privacy, protection, and perspective New York City, United States Operational
EvisortHelps companies organize, understand and extract data from their contracts San Mateo, United States Acquired
FusemachinesAt Fusemachines we leverage human expertise and advanced algorithms to create equality New York City, United States Operational
WorkFusionAccelerating the world’s transition to more meaningful work with an Intelligent Automation solutions that are powered by pre-trained bots, proprietary artificial intelligence technology, and advanced analytics New York City, United States Acquired
SegmentifyAI-powered omnichannel personalization for e-commerce retailers London, United Kingdom Acquired
Showing 8 of the closest matchesCompare every metric →

Investments and acquisitions

Capital deployed

Recent portfolio relationships for companies that also act as investors or acquirers.

Investors

13 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Series A4 investors entered at this stage

Series B and later9 investors entered at this stage

  • GF Securities
  • Xianghe Capital
  • China Merchants Securities
  • Hundreds Capital
  • CSC Securities
  • Legend Star
  • CITIC Securities
  • Sunshine Insurance Group Co
  • Shenzhen Qianhai Wanrong Hongtu Investment Fund
Employees 18 total headcount
Founders Hidden — book a demo/100 quality score
Key operators Hidden — book a demo quality score
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
1 countries with
team presence
🇨🇳 China100%
1 country shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about Data Grand on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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