Team Supervisor
A precise and calm commander with deep domain knowledge and team management experience. The supervisor keeps every task focused and coordinates the team's decisions.
Execution Time: 10m 21s
Queried Sources: 210
Adopted Sources: 21
A precise and calm commander with deep domain knowledge and team management experience. The supervisor keeps every task focused and coordinates the team's decisions.
A resourceful information collector who can handle demanding research needs across different scenarios, bringing energy and independent judgment to every search.
A data analyst with strong insight and sensitivity to evidence, able to organize large volumes of data and turn them into clear, polished reports.
A multi-role AI team, precisely coordinated
Each AI agent acts as a dedicated team member. Through precise collaboration and intelligent orchestration, the entire clinical comparison workflow runs automatically, freeing you from tedious information collection, report organization, and chart creation.
Specialized AI agents for clinical comparison organize insights from massive information sources and produce professional reports. The reports include not only insights, but also comparison tables that make strengths and differences clear, plus polished charts that summarize the findings with professional clarity and practical value.
For final reports or any cited sources you're interested in, you can add them to your dedicated AI knowledge base with one click. Once added, sources can be quickly extracted and structured, then used for further Q&A and organization so knowledge management stays effortless.















Knowledge Lens
A professional AI knowledge base for pharma. Your personal knowledge space deconstructs multi-format documents into structured data, and helps you efficiently gain data and insights.





Built for pharma — your personal knowledge space
Upload or photograph professional content from medical conferences, company meetings, or daily research screenshots. Official posters and images are also supported — highly condensed information is transformed into professional insights within seconds.
Try this scenario for free nowProfessional literature is rich in both text and visuals, with much data embedded in charts. By uploading a paper, you can easily extract text, images, formulas, and tables for insights, and ask traceable questions to fully understand the document.
Try this scenario for free nowImportant PPT files accumulated from daily work are often highly condensed in information. With the AI Knowledge Base, you can efficiently gain insights from complex PPT content, providing more professional data support for your daily work.
Try this scenario for free nowMuch information today comes from media news reports. Paste a webpage URL into your knowledge base, and the system will automatically analyze, extract, and summarize the content, helping you convert multimedia news into structured information.
Try this scenario for free nowBuilt for pharma — your personal knowledge space
Upload or photograph professional content from medical conferences, company meetings, or daily research screenshots. Official posters and images are also supported — highly condensed information is transformed into professional insights within seconds.
Try this scenario for free nowProfessional literature is rich in both text and visuals, with much data embedded in charts. By uploading a paper, you can easily extract text, images, formulas, and tables for insights, and ask traceable questions to fully understand the document.
Try this scenario for free nowImportant PPT files accumulated from daily work are often highly condensed in information. With the AI Knowledge Base, you can efficiently gain insights from complex PPT content, providing more professional data support for your daily work.
Try this scenario for free nowMuch information today comes from media news reports. Paste a webpage URL into your knowledge base, and the system will automatically analyze, extract, and summarize the content, helping you convert multimedia news into structured information.
Try this scenario for free nowYour personal pharma knowledge space
Upload or photograph professional content from medical conferences, company meetings, or daily research screenshots. Official posters and images are also supported — highly condensed information is transformed into professional insights within seconds.
Try this scenario for free nowProfessional literature is rich in both text and visuals, with much data embedded in charts. By uploading a paper, you can easily extract text, images, formulas, and tables for insights, and ask traceable questions to fully understand the document.
Try this scenario for free nowImportant PPT files accumulated from daily work are often highly condensed in information. With the AI Knowledge Base, you can efficiently gain insights from complex PPT content, providing more professional data support for your daily work.
Try this scenario for free nowMuch information today comes from media news reports. Paste a webpage URL into your knowledge base, and the system will automatically analyze, extract, and summarize the content, helping you convert multimedia news into structured information.
Try this scenario for free nowCovers almost all mainstream document types

Knowledge
Lens
Covers almost all mainstream document types

Knowledge
Lens
Covers almost all mainstream document types

Knowledge
Lens
Multimodal Q&A across full text, images, and tables
Multi-round Q&A for Full Text, Tables, and Images
The AI knowledge base supports Q&A on full document text, extracted tables, and images. It provides the most relevant answers based on current context and visual-textual understanding, with full support for multi-round conversations and history review.
Precise Source Tracing
Biomedical content is often highly specialized and condensed. The knowledge base Q&A supports precise source tracing — not just text citations, but pinpointing exactly which table or image was referenced, making it crystal clear.
Voice Support, Ask Anytime
For on-the-go scenarios, the knowledge base is fully mobile-friendly. You can quickly ask or follow up using voice, making the entire process streamlined and efficient — perfect for photo-based workflows.

Multimodal Q&A across full text, images, and tables
Multi-round Q&A for Full Text, Tables, and Images
The AI knowledge base supports Q&A on full document text, extracted tables, and images. It provides the most relevant answers based on current context and visual-textual understanding, with full support for multi-round conversations and history review.
Precise Source Tracing
Biomedical content is often highly specialized and condensed. The knowledge base Q&A supports precise source tracing — not just text citations, but pinpointing exactly which table or image was referenced, making it crystal clear.
Voice Support, Ask Anytime
For on-the-go scenarios, the knowledge base is fully mobile-friendly. You can quickly ask or follow up using voice, making the entire process streamlined and efficient — perfect for photo-based workflows.

Multimodal Q&A across full text, images, and tables
Multi-round Q&A for Full Text, Tables, and Images
The AI knowledge base supports Q&A on full document text, extracted tables, and images. It provides the most relevant answers based on current context and visual-textual understanding, with full support for multi-round conversations and history review.
Precise Source Tracing
Biomedical content is often highly specialized and condensed. The knowledge base Q&A supports precise source tracing — not just text citations, but pinpointing exactly which table or image was referenced, making it crystal clear.
Voice Support, Ask Anytime
For on-the-go scenarios, the knowledge base is fully mobile-friendly. You can quickly ask or follow up using voice, making the entire process streamlined and efficient — perfect for photo-based workflows.

Extract pipelines, indicators and all types of information






Extract pipelines, indicators and all types of information






Extract pipelines, indicators and all types of information






Pipeline Merger
Supports Chinese and English formats across 8 major global drug databases. Merge pipeline data with one click and accelerate analysis by 10x.

Works with one or multiple data sources
Merging data from different sources is highly challenging due to differences in dimensions, formats, and naming conventions. Studies show analysts spend three times as long on cross-source merging as on the actual analysis. Integras Pipeline Merger uses intelligent deduplication and smart matching to deliver an exceptionally efficient experience.
Try this scenario for free nowEven when working with a single data source, analysts face issues like export row limits, duplicate entries, and complex internal formats—making manual cleanup unavoidable. Integras Pipeline Merger intelligently adapts to each source format, letting you complete the task effortlessly in just minutes.
Try this scenario for free nowWorks with one or multiple data sources
Merging data from different sources is highly challenging due to differences in dimensions, formats, and naming conventions. Studies show analysts spend three times as long on cross-source merging as on the actual analysis. Integras Pipeline Merger uses intelligent deduplication and smart matching to deliver an exceptionally efficient experience.
Try this scenario for free nowEven when working with a single data source, analysts face issues like export row limits, duplicate entries, and complex internal formats—making manual cleanup unavoidable. Integras Pipeline Merger intelligently adapts to each source format, letting you complete the task effortlessly in just minutes.
Try this scenario for free nowWorks with one or multiple data sources
Merging data from different sources is highly challenging due to differences in dimensions, formats, and naming conventions. Studies show analysts spend three times as long on cross-source merging as on the actual analysis. Integras Pipeline Merger uses intelligent deduplication and smart matching to deliver an exceptionally efficient experience.
Try this scenario for free nowEven when working with a single data source, analysts face issues like export row limits, duplicate entries, and complex internal formats—making manual cleanup unavoidable. Integras Pipeline Merger intelligently adapts to each source format, letting you complete the task effortlessly in just minutes.
Try this scenario for free nowCompatible with 8 major drug databases
Different drug databases vary in field definitions, formats, languages, and layouts. Aligning this data while ensuring merge quality has traditionally required immense manual effort from analysts.
Integras supports 8 key global drug databases in both Chinese and English, including CCI, CDDI, Pharmaprojects, NextPharma, Synapse, GlobalData, AdisInsight, and DXY Insight. This ensures all users receive a consistent experience regardless of their primary data source.


Compatible with 8 major drug databases
Challenge of Heterogeneity
Different drug databases vary in field definitions, formats, languages, and layouts. Aligning this data while ensuring merge quality has traditionally required immense manual effort from analysts.
Comprehensive Coverage
Integras supports 8 key global drug databases in both Chinese and English, including CCI, CDDI, Pharmaprojects, NextPharma, Synapse, GlobalData, AdisInsight, and DXY Insight. This ensures all users receive a consistent experience regardless of their primary data source.



Compatible with 8 major drug databases
Challenge of Heterogeneity
Different drug databases vary in field definitions, formats, languages, and layouts. Aligning this data while ensuring merge quality has traditionally required immense manual effort from analysts.
Comprehensive Coverage
Integras supports 8 key global drug databases in both Chinese and English, including CCI, CDDI, Pharmaprojects, NextPharma, Synapse, GlobalData, AdisInsight, and DXY Insight. This ensures all users receive a consistent experience regardless of their primary data source.

Complete in 4 easy steps what used to take days
Data Import
Automatically merge pipelines from 8 major global drug databases.
Configuration
Intelligently map key fields. Config irrelevant fields as needed.
Merge Edit
Perform smart merges on multidimensional tables transparently.
Preview & Export
Export the merged dataset for analysis or archive it as a asset.

Complete in 4 easy steps what used to take days
Data Import
Automatically merge pipelines from 8 major global drug databases.
Configuration
Intelligently map key fields. Config irrelevant fields as needed.
Merge Edit
Perform smart merges on multidimensional tables transparently.
Preview & Export
Export the merged dataset for analysis or archive it as a asset.

Complete in 4 easy steps what used to take days
Data Import
Automatically merge pipelines from 8 major global drug databases.
Configuration
Intelligently map key fields. Config irrelevant fields as needed.
Merge Edit
Perform smart merges on multidimensional tables transparently.
Preview & Export
Export the merged dataset for analysis or archive it as a asset.

Nearly half of the data are overlooked

The Single-Source Limit
Statistics show that relying on any single data source covers only about 50% of the relevant pipeline on average.
The Unseen Majority
A significant portion of critical data remains siloed across other sources. Without merging, these valuable insights are missed.
Nearly half of the data are overlooked

The Single-Source Limit
Statistics show that relying on any single data source covers only about 50% of the relevant pipeline on average.
The Unseen Majority
A significant portion of critical data remains siloed across other sources. Without merging, these valuable insights are missed.
Nearly half of the data are overlooked

The Single-Source Limit
Statistics show that relying on any single data source covers only about 50% of the relevant pipeline on average.
The Unseen Majority
A significant portion of critical data remains siloed across other sources. Without merging, these valuable insights are missed.
Hear directly from our enterprise users
“Pharmato Integras AI Knowledge Base completely frees us from tedious data cleaning and compresses what used to take days of clinical poster consolidation into just minutes.”
Judy Zhang
Senior Consultant · Srbiomedical
“Integras provides comprehensive analysis of the competitive landscape, helping us focus R&D resources on truly differentiated pipelines and avoid low-value tracks.”
Dr. Ran
R&D Director · Helixon
Hear directly from our enterprise users
“Pharmato Integras AI Knowledge Base completely frees us from tedious data cleaning and compresses what used to take days of clinical poster consolidation into just minutes.”
Judy Zhang
Senior Consultant · Srbiomedical
“Integras provides comprehensive analysis of the competitive landscape, helping us focus R&D resources on truly differentiated pipelines and avoid low-value tracks.”
Dr. Ran
R&D Director · Helixon
Hear directly from our enterprise users
“Pharmato Integras AI Knowledge Base completely frees us from tedious data cleaning and compresses what used to take days of clinical poster consolidation into just minutes.”
Judy Zhang
Senior Consultant · Srbiomedical
“Integras provides comprehensive analysis of the competitive landscape, helping us focus R&D resources on truly differentiated pipelines and avoid low-value tracks.”
Dr. Ran
R&D Director · Helixon
Please tell us your contact details, and we’ll reach out to you promptly.
Please tell us your contact details, and we’ll reach out to you promptly.
Please tell us your contact details, and we’ll reach out to you promptly.