U2-Med

Tri-domain LLM for collaborative AI upgrade

Full-scenario healthcare, insurance & pharma AI foundation

U2-Med: Industry-grade medical large model empowering digital upgrade across healthcare, insurance, and pharma

U2-Med has deep mastery of medical knowledge, medical insurance policies, and pharmaceutical rules. It can accurately parse medical records, examination reports, prescriptions, policy clauses, academic literature, and other professional content. Whether helping general users interpret checkup reports and consult on medication and reimbursement, or supporting healthcare, insurance, and pharmaceutical organizations with intelligent review, claims assessment, R&D assistance, and clinical research, it delivers precise, efficient, and reliable intelligent support.

89.1%

Comprehensive Capability

97%

Medical Record Quality Control

95.5%

Safety & Ethics

94.1%

Post-diagnosis & Medication Management

In real business scenario testing, the model has demonstrated quantifiable performance advantages across key workflows, effectively supporting business requirement delivery.

U2-Med ModelOther Models

Comprehensive Ability

89.1
U2-Med
74.6
GLM-5.2
78.3
Claude-Opus-4.7
77.4
DeepSeek-V4-Flash
80.5
GPT-5.5
78.5
Qwen3-Max
80
Baichuan-M3
73
AntAngel Med

Medical Record Quality Control

97
U2-Med
72.6
GLM-5.2
75.9
Claude-Opus-4.7
72.2
DeepSeek-V4-Flash
84.8
GPT-5.5
82.5
Qwen3-Max
80.1
Baichuan-M3
73.4
AntAngel Med

Safety & Ethics

95.5
U2-Med
85.8
GLM-5.2
90.8
Claude-Opus-4.7
91
DeepSeek-V4-Flash
92.5
GPT-5.5
91.4
Qwen3-Max
95.3
Baichuan-M3
91.7
AntAngel Med

Post-diagnosis & Medication Management

94.1
U2-Med
92.6
GLM-5.2
94.1
Claude-Opus-4.7
93
DeepSeek-V4-Flash
84.6
GPT-5.5
93.5
Qwen3-Max
92.3
Baichuan-M3
86.3
AntAngel Med

Medical/Commercial Insurance Capability

88.8
U2-Med
69.8
GLM-5.2
73.2
Claude-Opus-4.7
72.2
DeepSeek-V4-Flash
77.6
GPT-5.5
74.9
Qwen3-Max
76.8
Baichuan-M3
68
AntAngel Med

Medical Record Generation

83.4
U2-Med
47.4
GLM-5.2
47.2
Claude-Opus-4.7
48.1
DeepSeek-V4-Flash
43.7
GPT-5.5
43.4
Qwen3-Max
49.2
Baichuan-M3
37.9
AntAngel Med

Core Value

Three-domain integration across the full business chain

Breaks down information barriers across healthcare, medical insurance, and pharmaceutical knowledge systems. One model covers clinical care, fund supervision, and pharmaceutical services, avoiding duplicated multi-model deployment and data integration costs.

Deeply optimized for vertical scenarios, more specialized than general models

Trained on tens of millions of medical literature records, medical insurance policy documents, and clinical data, with significantly higher accuracy in professional terminology and policy interpretation than general large models, directly supporting critical business decisions.

Dynamic synchronization of policy rules, ensuring timely outputs

Continuously tracks updates to national and local medical insurance catalogs, reimbursement rules, and compliance requirements, ensuring conclusions stay aligned with current policies and avoiding business deviations caused by outdated rules.

Cost reduction and efficiency gains, unlocking professional human value

Replaces manual work in medical insurance review, commercial insurance claims, and medical record quality control, compressing end-to-end processing cycles from days to minutes and improving business efficiency.

Flexible dual-mode configuration for differentiated business needs

Automates repetitive professional work such as medical record quality control, medical insurance review, and document generation, freeing doctors, insurance reviewers, and pharmaceutical researchers from low-value tasks to focus on higher-value core business.

Highlights

Understands the industry and real business workflows

More than a knowledge-base Q&A system, it deeply understands real three-domain business flows—from outpatient record writing to insurance settlement review, from chronic disease follow-up to claims assessment—aligned with how users actually work.

Explainable, traceable, compliant and secure

Key conclusions include source references and reasoning paths, with full-process audit support, meeting the healthcare industry's strict regulatory and compliance requirements so users can trust outputs and regulators can verify them.

Full-scenario coverage for both professional and public needs

Provides professional-grade intelligent support for hospitals, insurance agencies, insurers, and pharmaceutical companies, while also serving the public with health consultation, report interpretation, and medication guidance—one model for both professional and consumer health needs.

Use Cases

Hospital Intelligent Medical Record Assistant

Automatically generates standardized medical records with real-time quality control, helping doctors complete high-quality documentation efficiently while significantly reducing writing time and rework.

Medical Insurance Intelligent Audit & Risk Control

Automatically identifies non-compliant diagnosis, treatment, and billing behaviors at scale, delivering audit conclusions with policy references to improve coverage and protect medical insurance fund security.

Pharmaceutical R&D and Medical Affairs Support

Rapidly searches literature, generates reviews, and analyzes drug characteristics to support target research and academic content production, accelerating R&D and medical affairs efficiency.

Public Health Intelligent Consultant

Provides checkup interpretation, chronic disease management, medication consultation, and medical insurance Q&A, giving everyone access to a portable professional health advisor.

Capabilities

Medical clinical intelligence

Covers medical knowledge and clinical reasoning across all departments, assisting doctors in quickly generating standardized records, automatically performing quality control (missing items, logical contradiction checks), supporting differential diagnosis, treatment recommendations, and medical quality review to improve clinical efficiency and compliance.

Medical insurance intelligent services

Deep mastery of national and local medical insurance policies, supporting intelligent policy Q&A, DRG/DIP coding mapping, catalog and drug compliance verification, and treatment behavior review and risk control to assist fund supervision and institutional compliance.

Full-cycle health management

Provides intelligent checkup report interpretation, daily management of chronic diseases such as diabetes, hypertension, and coronary heart disease, and post-operative rehabilitation guidance and medication reminders for orthopedics, general surgery, and cardiovascular procedures, covering the full health service lifecycle.

Intelligent medical record processing

Intelligent underwriting and claims review, automatically identifying pre-existing conditions, critical illnesses, chronic diseases, and abnormal medical expenses, with support for insurance clause Q&A and rapid claims document parsing.

Pharmaceutical R&D assistance

Based on large-scale medical literature and pharmaceutical knowledge bases, provides drug interaction lookup, indication and contraindication analysis, intelligent literature search and review generation, assisting pharmaceutical companies in accelerating drug research, academic promotion, and medical content production.

Flexible pricing, custom solutions, private deployment

U2-Med: Industry-grade medical large model empowering digital upgrade across healthcare, insurance, and pharma

U2-Med has deep mastery of medical knowledge, medical insurance policies, and pharmaceutical rules. It can accurately parse medical records, examination reports, prescriptions, policy clauses, academic literature, and other professional content. Whether helping general users interpret checkup reports and consult on medication and reimbursement, or supporting healthcare, insurance, and pharmaceutical organizations with intelligent review, claims assessment, R&D assistance, and clinical research, it delivers precise, efficient, and reliable intelligent support.

89.1%

Comprehensive Capability

97%

Medical Record Quality Control

95.5%

Safety & Ethics

94.1%

Post-diagnosis & Medication Management

In real business scenario testing, the model has demonstrated quantifiable performance advantages across key workflows, effectively supporting business requirement delivery.

U2-Med ModelOther Models

Comprehensive Ability

89.1
U2-Med
74.6
GLM-5.2
78.3
Claude-Opus-4.7
77.4
DeepSeek-V4-Flash
80.5
GPT-5.5
78.5
Qwen3-Max
80
Baichuan-M3
73
AntAngel Med

Medical Record Quality Control

97
U2-Med
72.6
GLM-5.2
75.9
Claude-Opus-4.7
72.2
DeepSeek-V4-Flash
84.8
GPT-5.5
82.5
Qwen3-Max
80.1
Baichuan-M3
73.4
AntAngel Med

Safety & Ethics

95.5
U2-Med
85.8
GLM-5.2
90.8
Claude-Opus-4.7
91
DeepSeek-V4-Flash
92.5
GPT-5.5
91.4
Qwen3-Max
95.3
Baichuan-M3
91.7
AntAngel Med

Post-diagnosis & Medication Management

94.1
U2-Med
92.6
GLM-5.2
94.1
Claude-Opus-4.7
93
DeepSeek-V4-Flash
84.6
GPT-5.5
93.5
Qwen3-Max
92.3
Baichuan-M3
86.3
AntAngel Med

Medical/Commercial Insurance Capability

88.8
U2-Med
69.8
GLM-5.2
73.2
Claude-Opus-4.7
72.2
DeepSeek-V4-Flash
77.6
GPT-5.5
74.9
Qwen3-Max
76.8
Baichuan-M3
68
AntAngel Med

Medical Record Generation

83.4
U2-Med
47.4
GLM-5.2
47.2
Claude-Opus-4.7
48.1
DeepSeek-V4-Flash
43.7
GPT-5.5
43.4
Qwen3-Max
49.2
Baichuan-M3
37.9
AntAngel Med

Core Value

Three-domain integration across the full business chain

Breaks down information barriers across healthcare, medical insurance, and pharmaceutical knowledge systems. One model covers clinical care, fund supervision, and pharmaceutical services, avoiding duplicated multi-model deployment and data integration costs.

Deeply optimized for vertical scenarios, more specialized than general models

Trained on tens of millions of medical literature records, medical insurance policy documents, and clinical data, with significantly higher accuracy in professional terminology and policy interpretation than general large models, directly supporting critical business decisions.

Dynamic synchronization of policy rules, ensuring timely outputs

Continuously tracks updates to national and local medical insurance catalogs, reimbursement rules, and compliance requirements, ensuring conclusions stay aligned with current policies and avoiding business deviations caused by outdated rules.

Cost reduction and efficiency gains, unlocking professional human value

Replaces manual work in medical insurance review, commercial insurance claims, and medical record quality control, compressing end-to-end processing cycles from days to minutes and improving business efficiency.

Flexible dual-mode configuration for differentiated business needs

Automates repetitive professional work such as medical record quality control, medical insurance review, and document generation, freeing doctors, insurance reviewers, and pharmaceutical researchers from low-value tasks to focus on higher-value core business.

Highlights

Understands the industry and real business workflows

More than a knowledge-base Q&A system, it deeply understands real three-domain business flows—from outpatient record writing to insurance settlement review, from chronic disease follow-up to claims assessment—aligned with how users actually work.

Explainable, traceable, compliant and secure

Key conclusions include source references and reasoning paths, with full-process audit support, meeting the healthcare industry's strict regulatory and compliance requirements so users can trust outputs and regulators can verify them.

Full-scenario coverage for both professional and public needs

Provides professional-grade intelligent support for hospitals, insurance agencies, insurers, and pharmaceutical companies, while also serving the public with health consultation, report interpretation, and medication guidance—one model for both professional and consumer health needs.

Use Cases

Hospital Intelligent Medical Record Assistant

Automatically generates standardized medical records with real-time quality control, helping doctors complete high-quality documentation efficiently while significantly reducing writing time and rework.

Medical Insurance Intelligent Audit & Risk Control

Automatically identifies non-compliant diagnosis, treatment, and billing behaviors at scale, delivering audit conclusions with policy references to improve coverage and protect medical insurance fund security.

Pharmaceutical R&D and Medical Affairs Support

Rapidly searches literature, generates reviews, and analyzes drug characteristics to support target research and academic content production, accelerating R&D and medical affairs efficiency.

Public Health Intelligent Consultant

Provides checkup interpretation, chronic disease management, medication consultation, and medical insurance Q&A, giving everyone access to a portable professional health advisor.

Capabilities

  • Medical clinical intelligence

    Covers medical knowledge and clinical reasoning across all departments, assisting doctors in quickly generating standardized records, automatically performing quality control (missing items, logical contradiction checks), supporting differential diagnosis, treatment recommendations, and medical quality review to improve clinical efficiency and compliance.

  • Medical insurance intelligent services

    Deep mastery of national and local medical insurance policies, supporting intelligent policy Q&A, DRG/DIP coding mapping, catalog and drug compliance verification, and treatment behavior review and risk control to assist fund supervision and institutional compliance.

  • Full-cycle health management

    Provides intelligent checkup report interpretation, daily management of chronic diseases such as diabetes, hypertension, and coronary heart disease, and post-operative rehabilitation guidance and medication reminders for orthopedics, general surgery, and cardiovascular procedures, covering the full health service lifecycle.

  • Intelligent medical record processing

    Intelligent underwriting and claims review, automatically identifying pre-existing conditions, critical illnesses, chronic diseases, and abnormal medical expenses, with support for insurance clause Q&A and rapid claims document parsing.

  • Pharmaceutical R&D assistance

    Based on large-scale medical literature and pharmaceutical knowledge bases, provides drug interaction lookup, indication and contraindication analysis, intelligent literature search and review generation, assisting pharmaceutical companies in accelerating drug research, academic promotion, and medical content production.

Get Started

Flexible pricing, custom solutions, private deployment