ACTION

What ACTION does

ACTION (爱可生 / ActionSky), legally 上海爱可生信息技术股份有限公司, is a Shanghai-headquartered Chinese enterprise AI software company founded in 2003 and listed on China's NEEQ (National Equities Exchange and Quotations) under ticker neeq:832768, with 51–100 employees and regional offices in Beijing and Guangzhou. The company sells an AI-native enterprise intelligence platform organized into four product clusters — Enterprise Intelligence Applications (ChatBI natural language query, BI-insight anomaly detection), Process Automation (问简·RPA, testing platform, process audit assistant), Business Activity AI (intelligent contract review, bidding document review, financial report analysis), and Database Scenario AI (SQLe SQL rewriting, SQLFlash cloud optimization, SQLShift dialect migration) — plus a specialized manufacturing suite of AI drawing/blueprint tools for translation, review, 3D preview, process identification, and assembly vision inspection.

The underlying technical stack combines Agentic AI orchestration with multi-role collaboration and human-machine intervention, MCP protocol-based toolchain integration, Hybrid RAG retrieval for traceable enterprise knowledge access, Chain-of-Thought reasoning with self-verification, Domain SFT for vertical alignment, and a multimodal VLM parsing engine for images, forms, and scanned documents. AI capability spans text, image, structured data, code, and multimodal modalities, and is supported by 6 registered core database patents (50+ pending), 60+ software copyrights, ISO 27001, CMMI Level 3, and 60+ domestic compatibility certifications spanning OceanBase, TiDB, openGauss, Dameng, Kingbase, PostgreSQL, MySQL, Oracle, SQL Server, Alibaba Cloud, Tencent Cloud, Huawei Cloud, AWS, 统信 UOS, 麒麟 OS, 飞腾, and 鲲鹏.

The business model is enterprise B2B with direct field sales, supporting private deployment, hybrid cloud, and SaaS delivery modes on annual or monthly billing cadence, with quote-based custom pricing rather than publicly disclosed rates. Revenue streams include enterprise software licenses/subscriptions, professional services/implementation, and SaaS/cloud services (SQLFlash, personal smart contract review). The company serves five primary verticals — manufacturing, financial services, government/state-owned enterprises, retail/e-commerce, and IT/software — with named case studies including a precision manufacturer (90% reduction in drawing translation cycle), a state-owned bank (80% SQL auto-conversion in Oracle migration), a chain retailer (75% self-service data retrieval), a central enterprise group (70% procurement cycle compression), and a SaaS platform (65% reduction in slow SQL, 3x DBA productivity).

Name

ACTION

Legal name

上海爱可生信息技术股份有限公司

Website

https://actionsky.com

Company type

Private

Founded year

2017

Operating status

Operating

Headcount range

51–100 employees

Short description

Shanghai-based enterprise AI software vendor (NEEQ-listed) selling an Agentic AI platform for ChatBI, SQL optimization/migration, contract review, RPA, and manufacturing drawing automation to enterprise customers in finance, government, manufacturing, and retail across China.

Ownership category

akta.pro rank

Product category

Enterprise AI Software

NAICS

Custom Computer Programming Services (541511), Computer Systems Design Services (541512), Computer Systems Design and Related Services (54151)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF), Robotic Process Automation (RPA) & Hyperautomation Platforms (HDAEAKAF), Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC)

Keywords

• Enterprise AI software
• Database migration tools
• Business process automation
• SQL optimization platform
• Intelligent contract review

Headquarters

HQ city

Xuhui

HQ country

China

HQ region

Asia

Offices4 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Enterprise Software Licenses & Subscriptions: Enterprise-focused revenue from software licenses including private deployment, hybrid cloud, and SaaS modes. Products like ChatBI, SQLe, SQLShift, and Smart Contract Review offered as enterprise solutions.
2. Professional Services & Implementation: Implementation, customization, and consulting services for enterprise deployments of AI solutions across manufacturing, finance, government, and retail sectors.
3. SaaS/Cloud Services: Cloud-based SQL optimization service (SQLFlash) and personal version SaaS offerings for smart contract review.

Pricing tiers

Go-to-market motion1 record

Distribution channels3 records

Marketing channels4 records

Core offering

ACTION (爱可生/ActionSky) provides an enterprise AI solutions platform combining Agentic AI orchestration, multimodal large language models, and Hybrid RAG for business process automation. Its offerings are organized across four product clusters: Enterprise Intelligence Applications (ChatBI, BI-insight), Process Automation (问简·RPA, testing platform, audit assistant), Business Activity AI (intelligent contract review, bidding review), and Database Scenario AI (SQLe, SQLFlash, SQLShift, Scale). The platform supports private deployment, hybrid cloud, and SaaS modes with full domestic Xinchuang (信创) adaptation.

Product overview

ActionSky (爱可生) offers an AI-powered enterprise intelligence platform organized into four product clusters: Enterprise Intelligence Applications (企业智能化应用) including natural language BI query (问数 ChatBI) and BI diagnostics (BI-insight); Process Automation (流程自动化) featuring RPA, test automation, and process audit tools (问简 series); Business Activity AI (商务活动AI) covering intelligent contract review and bidding review; and Database Scenario AI (数据库场景AI) for SQL optimization, rewriting (SQLe), and dialect migration (SQLShift). The platform also includes specialized manufacturing AI tools for blueprint processing, process optimization, and quality inspection. The unified technical foundation combines Agentic AI orchestration, MCP protocol connectivity, Hybrid RAG knowledge retrieval, and multimodal VLM parsing, supporting private deployment, hybrid cloud, and SaaS modes with full domestic (信创) adaptation.

Differentiator

Problem solved

Functional benefit

Products and services

• 问数 ChatBI Natural language BI query tool that enables business personnel to ask data questions in plain language, with the system automatically generating charts and conclusions without requiring SQL or IT support. Connects to private enterprise data sources, supports follow-up questions and multi-turn dialogue, and exports results for reporting.
• BI-insight BI Intelligent Diagnostics Automatic report anomaly and data quality issue identification system that provides actionable diagnosis and repair suggestions, transitioning BI from data output to usable decision-making input.
• 问简 RPA Robotic process automation tool for form filling, system synchronization, and approval workflows; operates 24/7 with trackable processes, verifiable results, exception alerting, and manual intervention capability.
• 问简 Testing Platform Automated test case generation and execution platform that generates test cases from requirements, covers boundary and regression scenarios, with reusable test cases and automated execution.
• 问简 Process Audit Assistant Cross-system process record aggregation tool that automatically generates audit trails, helps teams quickly locate anomaly nodes, and reduces manual tracing costs.
• Smart Contract Review AI-powered contract risk annotation system that automatically identifies contract risk points across procurement, service, and labor contract types with risk-level tagging; available as enterprise on-premise or personal SaaS versions.
• Bidding Review System AI-assisted bidding document review system that automatically checks qualifications, price compliance, and technical response completeness; reduces manual oversight with traceable, verifiable review processes.
• Financial Report Intelligent Analysis Assistant Scanned audit report conversion tool that transforms documents into analyzable, defensible financial data foundation; supports structured extraction and reconciliation checking.
• Manufacturing Business Scenario AI Assistant Manufacturing-focused production optimization decision support system that combines equipment status, scheduling plans, and process parameters to output verifiable recommendations with anomaly early-warning and scheduling assistance.
• AI Blueprint Translation Tool Drawing translation tool that converts customer design files (DWG) into internal engineering document drafts including bubble diagrams and review materials; marks open judgment items item by item.
• AI Nesting Tool Design institute DWG to machine program conversion tool that automatically parses components and hole parameters, generates programs in factory format, and marks key process risks with review suggestions.
• AI Material Allocation and Sawing Planning Tool Material allocation and sawing planning tool that imports part lists and outputs ready-to-issue material allocation and sawing plans based on grouping rules and remnant constraints.
• AI Assembly Acceptance Vision Inspection Vision-based assembly acceptance inspection tool that performs rule-based verification of connection relationships, designation consistency, and plug-in status; outputs traceable assembly acceptance decisions.
• Flame and Temperature Visual Quantitative Monitoring Visual quantification monitoring for waste incineration, biomass co-firing, and high-temperature furnace operations that converts flame and temperature data into comparable, alertable operational curves for decision support.
• SQLe SQL Rewriting and Optimization Automatic inefficient SQL identification and rewriting recommendation tool that embeds into existing database processes without modifying business code to improve query performance; intercepts and rewrites slow SQL automatically.
• SQLFlash SQL Optimization Assistant Cloud-based SQL optimization service that accepts pasted SQL code and returns optimization suggestions within minutes; supports mainstream database dialects.
• SQLShift Database Dialect Migration Database dialect migration tool for domestic Xinchuang scenarios; supports Oracle/SQL Server to OceanBase, PostgreSQL, and GaussDB dialect conversion with automatic difference annotation; reduces migration cycles from 12 months to 5 months.
• Scale Large Model SQL Capability Evaluation SQL scenario capability evaluation benchmark that helps teams objectively compare different solutions' suitability and usability boundaries.

Quantifiable outcome

• 90% reduction in drawing translation cycle (from 3-5 days to within 4 hours)
• +8 more outcomes

Named customers5 records

Segments5 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration13 records

AI capability13 records

Feature12 records

Partnerships

13 partnerships are on record, tiered core and major.

• OceanBasecoreTechnology or IntegrationDatabase compatibility certification and integration partnership. ActionSky's SQLShift and other database tools support Oracle/SQL Server to OceanBase migration with automatic dialect conversion and difference labeling.
• TiDBcoreTechnology or IntegrationDatabase compatibility certification and integration partnership for database migration and optimization solutions.
• openGausscoreTechnology or IntegrationDatabase compatibility certification for domestic database migration solutions supporting Xinchuang transformation initiatives.
• 达梦数据库 (Dameng Database)coreTechnology or IntegrationDatabase compatibility certification for SQLShift and database tool integration supporting domestic database migration.
• 人大金仓 (Kingbase)coreTechnology or IntegrationDatabase compatibility certification for enterprise database migration and optimization solutions.
• 阿里云 (Alibaba Cloud)majorTechnology or IntegrationCloud platform compatibility certification for cloud-based SQL optimization and deployment solutions.
• 腾讯云 (Tencent Cloud)majorTechnology or IntegrationCloud platform compatibility for deployment and integration of enterprise AI solutions.
• 华为云 (Huawei Cloud)majorTechnology or IntegrationCloud platform compatibility for enterprise solutions deployment and database tool integration.
• AWSmajorTechnology or IntegrationInternational cloud platform compatibility for SQL optimization and deployment solutions.
• 统信 UOS (Uniontech OS)coreTechnology or IntegrationOperating system compatibility certification for domestic OS adaptation and Xinchuang compliance.
• 麒麟 OS (Kylin OS)coreTechnology or IntegrationOperating system compatibility for domestic OS ecosystem and Xinchuang requirements.
• 飞腾 (Phytium)coreTechnology or IntegrationCPU platform compatibility for domestic hardware ecosystem integration.
• 鲲鹏 (Kunpeng)coreTechnology or IntegrationCPU platform compatibility for Huawei Kunpeng ecosystem solutions.

Scale indicators12 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• 4Paradigm (第四范式): Beijing-based enterprise AI platform company offering foundation-model and AutoML-based decision intelligence for banking, retail, and manufacturing — directly overlapping ActionSky's enterprise AI and vertical use-case positioning in the Chinese market.
• AInnovation (创新奇智): Hong Kong-listed Chinese AI vendor focused on manufacturing AI (vision, defect inspection, production optimization) — a closely comparable vertical play to ActionSky's manufacturing AI suite and overall enterprise-AI go-to-market.
• MiningLamp Technology (明略科技 / 滴普科技 adjacent): Chinese enterprise data intelligence and AI company serving large enterprises in finance, government, and manufacturing with analytics, knowledge graphs, and AI agents — comparable customer base and enterprise AI platform positioning to ActionSky.

Broad incumbents

• Yonyou Network (用友网络): China's largest enterprise software / ERP vendor, now embedding BI, AI agents, and process automation — competes with ActionSky across BI (ChatBI), RPA, and contract review, but as part of a much broader enterprise application portfolio.
• iFlytek (科大讯飞): Major Chinese AI platform company with broad enterprise and government offerings in NLP, speech, and now LLMs and agents — overlaps with ActionSky in government/SOE AI and contract/document intelligence, but at vastly larger scale and with proprietary foundation models.
• Alibaba Cloud (阿里云) — enterprise AI / database: China's largest cloud provider, offering a competing stack covering LLM (Qwen), agentic workflows, BI, RPA, and managed databases. Represents the principal hyperscaler-bundling threat to ActionSky's independent enterprise AI platform play.
• Huawei Cloud (华为云) — enterprise AI / database: Major Chinese cloud and AI platform competing with ActionSky across foundation models (Pangu), BI, RPA, and Kunpeng-based database services — a strategic partner and direct competitor depending on deployment choice.

Emerging players

• Kingbase (人大金仓): Leading Chinese domestic database vendor and a key ActionSky partner. Indirectly competitive: it sells the destination database that ActionSky's SQLShift migrates customers onto, so the two compete for the same Xinchuang database budget while cooperating technically.
• OceanBase (蚂蚁集团旗下): Ant Group's distributed database, also a core ActionSky partner. Like Kingbase, it both partners with ActionSky on migration tooling and competes for the underlying database spend in the same Xinchuang transactions.

Regional players

• Cloudera: Global hybrid data platform (data warehousing, ML, MLOps) — an international analog for ActionSky's enterprise data/AI platform, though Cloudera focuses on data infrastructure and ML lifecycle rather than Chinese-vertical AI agents.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat6 records

Key risks6 records

Key highlights6 records

Customer concentration

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds1 record

Investors3 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about ACTION