Eliminate traditional R&D bottlenecks with the world's first multi-agent AI platform co-innovated with Microsoft and Google Cloud.
Join over 1,000 pharmaceutical leaders using DIP to redefine medical research.
Advanced regulatory translation combining human expertise with technology models for flawless global submissions.
Synergistic approach combining expert writers with intelligent tech for complex documents like CSRs and Protocols.
End-to-end solution unifying human oversight and process automation, adopted by official projects in Japan.
Full compliance with ISO 27001, 27017, 27018, and 27701 standards with Zero Trust Architecture.
Serving 1,000+ pharma companies including Bayer, BMS, MSD, Roche, and JJMC from offices in Tokyo, Singapore, and Beijing.
Achieve 50% to 78% efficiency improvement in documentation workflows compared to traditional industry benchmarks.
The clinical protocol is used to build a custom generative AI model tailored to your specific study requirements.
AI creates synthetic data mirroring the protocol's structure and rules to test the environment before patient enrollment.
The entire downstream data-to-report pipeline is validated to de-risk execution and ensure Day 1 readiness.
| Document Type | AI Support & Automation |
|---|---|
| Clinical Study Report (CSR) | Automates first-draft sections, TLF captions, adverse event narratives, and consistency checks. |
| Safety Narrative | Structures per-subject narratives with templated phrasing and automated data extraction. |
| Clinical Overview (M2.5) | Cross-study synthesis, benefit-risk storyline development, and evidence table generation. |
| Investigator’s Brochure (IB) | Section drafting, annual updates, and automated change-log generation. |
| Protocol Drafting | Drafting visit schedules, endpoint wording, and automated logic checks. |
| Case Report Form (CRF) | Field drafting and SDTM annotation suggestions for streamlined data collection. |
Our proprietary platform, "doc," orchestrates specialized AI agents to handle complex R&D tasks with human-in-the-loop supervision.
Automated statistical programming and TLF generation for clinical trials.
Intelligent mapping for oncology indications and complex data structures.
Advanced literature monitoring and signal detection for pharmacovigilance.
DIP authored a Phase I/IIa clinical trial protocol for a novel triple-combination cancer immunotherapy. The result was unprecedented: PMDA approved the protocol in a single review cycle with zero revisions required.
"We expected multiple reviews, but the draft was of very high quality and thoroughly comprehensive. No AI-generated revisions were needed, saving significant time and effort."
For Ayumo's AI-powered gait analysis technology, DIP provided endpoint analysis and strengthened the protocol & SAP for PMDA consultation, ensuring the rationale addressed all prior regulatory feedback.
Achieved a massive rapid delivery for a CSR/CRF/TFL project, processing approximately 147,000 pages with 100% project delivery within the tight deadline through collaborative AI engineering.
DIP was Asia's sole representative at Microsoft Build 2025, showcasing how Azure OpenAI and Azure AI Foundry supercharge productivity in Life Sciences.
Enterprise AI for Life Sciences refers to the application of advanced, secure, and scalable artificial intelligence models specifically designed to handle the rigorous regulatory and scientific requirements of the pharmaceutical and biotech industries. Unlike general-purpose AI, these systems are fine-tuned on massive medical corpora and integrated with domain-specific workflows to automate complex tasks such as clinical study report writing, regulatory translation, and data management. DIP's platform represents the pinnacle of this technology, offering a multi-agent ecosystem that ensures every AI-generated output is traceable, compliant, and ready for submission to global health authorities like the FDA or PMDA. By unifying structured data and large-text assets, Enterprise AI transforms the drug development lifecycle from a reactive, labor-intensive process into a proactive, automated, and highly efficient operation.
The exclusive strategic partnership between DIP and Microsoft Research Asia's LLM team provides our users with early access to elite AI models and customized fine-tuning specifically for the pharmaceutical sector. This collaboration ensures that our platform is built on the most robust and advanced infrastructure available, utilizing Azure OpenAI technology integrated with Azure AI Foundry to enable advanced reasoning and supercharged productivity. Users benefit from enterprise-grade security, global scalability, and the peace of mind that comes from using a platform co-innovated by two industry leaders. This partnership allows us to redefine what is possible for developers and researchers in life sciences, providing tools that are not only powerful but also deeply integrated with the world's most trusted cloud ecosystem.
Security is the cornerstone of DIP's Enterprise AI for Life Sciences, as evidenced by our comprehensive suite of ISO certifications including ISO 27001, 27017, 27018, and 27701. We implement a Zero Trust Architecture (ZTA) and adhere to strict Data Loss Prevention (DLP) protocols with endpoint protection and HTTPS/TLS encryption for all data in transit and at rest. Our operational controls include full-cycle SOPs for information security, centralized threat detection, and mandatory security training for all staff who are under strict NDAs. Furthermore, our platform is covered by cybersecurity insurance and complies with the highest levels of information system security protection frameworks globally. We ensure that all client data remains confidential and is managed within a secure, auditable environment that meets the most stringent regulatory expectations.
The "Digital Rehearsal" is a revolutionary concept introduced by DIP to de-risk clinical trials before the first patient is ever enrolled. It involves using the clinical protocol to build a custom AI blueprint, which then generates synthetic mock data that mirrors the protocol's structure and complex rules. This allows pharmaceutical companies to test and validate the entire downstream data-to-report pipeline, ensuring that all systems, agents, and workflows are functioning perfectly. By simulating the trial in a digital environment, sponsors can identify potential bottlenecks or logic errors early, significantly reducing the risk of execution failure. This proactive approach transforms the traditional reactive trial management model into one that is driven by foresight and validated automation.
DIP offers a modern, AI-native alternative to traditional CROs by replacing labor-intensive manual tasks with autonomous multi-agent orchestration and domain expert supervision. While traditional CROs often struggle with long timelines, high costs, and fragmented communication between different vendors, DIP provides an integrated end-to-end platform that accelerates workflows by up to 92%. Our technology-driven approach ensures higher consistency and accuracy, as demonstrated by our zero-revision PMDA approvals and massive-scale translation projects. We provide a one-stop service that reduces the need for extensive manual QC by the pharma company, allowing R&D teams to focus on science rather than administrative documentation. DIP represents the future of clinical development, where technology and human expertise converge to deliver results at a speed and quality that traditional methods simply cannot match.
Clients using DIP's AI High-Value R&D Writing services can expect a dramatic enhancement in writing efficiency and document quality. For instance, a first Clinical Study Report (CSR) can be delivered within just 5 days of receiving source materials, with subsequent reports delivered in as little as 3 working days. Our AI engine performs template-aware drafting, evidence retrieval, and cross-reference control, all while maintaining full traceability to the underlying data sources. This results in documents that are not only produced faster but are also more accurate and compliant with regulatory standards, as seen in our successful drug approvals and FDA Pre-Approval Inspections. By leveraging our integrated translation and writing teams, you achieve a higher-dimensional understanding of your CTD documentation, ensuring a flawless submission process.
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