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4Paradigm

Enterprise AI platform for applied machine learning at scale

Data & Analytics Enterprise Public
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Overview

4Paradigm is an enterprise AI software and services company serving carriers, banks, healthcare organizations, and retailers across multiple verticals. The company provides applied machine learning platforms that enable large organizations to deploy AI-driven decision-making without requiring deep in-house ML expertise. Insurance is a primary vertical, with deployments at major Chinese insurers including PICC, the country's largest property insurer.

The company's core product, 4Paradigm Sage AIOS, functions as an AI operating system covering data governance, AI resource management, and end-to-end application lifecycle management. Additional offerings include an automated machine learning platform (HyperCycle), industry-specific AI solution bundles (SHIFT), and a generative AI software development product (AIGS). Products are primarily delivered on-premises, suited to regulated financial services clients with data residency requirements.

4Paradigm was founded in 2014 by former Baidu and Huawei engineers and went public on the Hong Kong Stock Exchange in September 2023 (HKEX: 6682), raising approximately USD 130 million. Prior to the IPO, the company raised approximately USD 1.07 billion across seven funding rounds from investors including Sequoia Capital China, Goldman Sachs, and Bank of China. Revenue for the first three quarters of 2025 reached CNY 4.402 billion, a 36.8% year-on-year increase, with the first single-quarter profit achieved in Q3 2025.

Products & Services

4Paradigm Sage AIOS

Enterprise AI operating system for large-scale AI deployment. Covers data governance, AI resource scheduling, and application lifecycle management from model training through inference. Designed for organizations that need to operationalize AI across departments without requiring dedicated ML engineering teams for every use case.

Key Features

  • End-to-end AI application lifecycle management
  • Data governance and resource scheduling layer
  • On-premises deployment with support for private cloud environments

Target Users: Enterprise IT and data science teams at large insurers, banks, and industrial organizations

4Paradigm Sage HyperCycle

Automated machine learning platform with 30+ built-in algorithms. Enables business analysts and domain experts to build and iterate ML models without writing code. Includes transfer learning to accelerate model development in data-scarce domains such as new insurance product lines.

Key Features

  • No-code ML model building and iteration
  • 30+ built-in algorithm library
  • Transfer learning for sparse-data insurance use cases

Target Users: Actuaries, underwriting analysts, and fraud teams at insurers

4Paradigm SHIFT

Industry-specific AI solution packages targeting banking, insurance, securities, retail, energy, healthcare, and manufacturing. Insurance-specific capabilities include auto fraud detection, predictive underwriting, customer churn prediction, and lifetime value modeling.

Key Features

  • Fraud detection for auto repair claims across distributed networks
  • Predictive underwriting and risk scoring
  • Customer analytics including churn prediction and next-best-action for distribution

Target Users: P&C carriers, specialty insurers, insurance distribution teams

4Paradigm SageOne

Software-defined computing platform for AI inference optimization. Designed to maximize performance on GPU and AI accelerator hardware. Co-launched with Huawei Ascend AI as the SageOne IA all-in-one machine in March 2026.

Key Features

  • Hardware-optimized AI inference
  • Support for GPU and purpose-built AI accelerator chips
  • Offline on-premises deployment

Target Users: Enterprise clients deploying AI inference at scale in regulated environments

AIGS (Generative AI Software Development Platform)

Enterprise generative AI product for software development automation. Covers code generation, code review, and deployment pipeline management.

Key Features

  • AI-assisted code generation
  • Automated code review
  • Deployment pipeline automation

Target Users: Enterprise development teams

At a Glance

Founded
2014
Headquarters
Beijing, China
Employees
1000+
Funding
Public

Category & Focus

Category
Data & Analytics
Subcategories
Predictive Analytics Machine Learning Platform Fraud Detection AutoML
Insurance Verticals
P&C Commercial Life & Annuity Specialty/E&S
Target Customers
Carriers, Reinsurers

Customers

  • PICC (People's Insurance Company of China) -- fraud detection at auto repair centers across 600 cities
  • More than half of China's top 20 banks -- banking analytics platform (2015-2017)
  • Ruijin Hospital -- diabetes risk assessment AI
  • Ermenegildo Zegna -- luxury retail AI partnership
  • YescomUSA -- digital transformation partnership

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Last updated: 2026-06-11