OneWorldSafety.ai is a collaboration between two market leaders that specialise in Pharmacovigilance and AI Large Work Models.
Designed by One World Life Sciences and built by AppliedAI, OneWorldSafety.AI is a suite of intelligent enablers designed to integrate seamlessly into existing operations. It streamlines ICSR processing, literature surveillance, signal detection, and aggregate reporting through advanced automation.
This approach empowers pharmacovigilance teams to work faster, smarter, and with greater accuracy—scaling compliance, reducing manual errors, accelerating decision-making, and boosting productivity—all within your current ecosystem.
Clear Advantages
| Feature | Traditional PV | AI-Enabled PV |
|---|---|---|
| Case Processing Time | Time consuming + corrections on minor errors | Reduce effort by more than 50% + increased quality first time |
| Literature Screening | Manual + Repetitive | Targeted, precise screening reducing false positives |
| Signal Detection | Retrospective Analysis | Targeted, precise monitoring reducing false positives |
| Aggregate Reporting | Manual | Automated, data extraction and data analysis reducing human error and enhancing quality |
| PSMF | Manual with multiple versions and local language skills | Automated workflow with translation capabilities embedded |
Who would benefit
Global pharmaceutical companies
Challenge: Commercialise with efficiencies
Biotechnology firms
Challenge: Accelerate lifecycle management with reduced risk of failure
Contract Research Organizations (CROs)
Challenge: Strengthen productivity with reduced overheads
Regulatory agencies
Challenge: Complex infrastructure with a desire to regionalise data analysis
Generic drug manufacturers
Challenge: Manage high volumes of data with reduced overheads for established products
PV service providers in growth markets
Challenge: Creating disruptive technology to support local and global markets competitively
Approach
Using over 25 years of industry experience and working with partners in Top 50 Pharma to gain insights we have validated the relevance of these flows in today’s evolving working environment
Industry must maintain a human-in-the-loop mindset as new AI tools become available, and the tools must be inter-operable with multiple systems and in multiple languages to manage the ever-evolving complex regulatory landscape
The integration of AI into pharmacovigilance will drive industry transformation. Real time risk benefit profiles will be achieved through the expedited decision making arising through improved data accuracy and greater precision thus strengthening global patient safety
Who we are
One World Life Sciences is an innovative life sciences consulting firm headquartered in the United Kingdom. Our company specializes in providing insightful, sustainable consulting focusing on successful commercialization. We prioritize enhancing patient outcomes through compliance and thorough risk assessments. Catering to a global clientele, we partner with pharmaceutical companies to offer strategic, transformative, sustainable, and compliance-driven solutions. For more information please visit www.OneWorldLifeSciences.com
AppliedAI is a technology company building software contributing to our AI-first future. Our flagship platform, Opus, orchestrates seamless human+AI collaboration delivering tangible business results where it matters most – mission critical workflows in regulated industries. For more information please visit www.appliedai.opus.com
FAQ
OneWorldSafety.ai is fundamentally different. It’s built on AppliedAI’s proprietary Large Work Model trained on business processes using their Work Knowledge Graph. This means it understands business objectives and context, leading to more accurate and relevant workflow generation from the outset, not just grammatically correct text. In fact, their recent research shows Opus outperforms state-of-the-art LLMs in workflow generation by up to 38%
OneWorldSafety.ai ensures accuracy with multiple validation layers. An AI judge checks every output and escalates low-confidence cases to human reviewers. Unlike general LLMs, our model is purpose-trained for precise, compliant execution.
OneWorldSafety.ai is designed for complexity. It extracts process intent, predicts tasks, and builds compliant workflows for detailed scenarios. The modular canvas allows for granular control and integration of various agents for specific tasks. This ability to generate compliant, context-aware workflows is precisely where our specialized LWM outperforms general LLMs
You decide what OneWorldSafety.ai accesses. Workspace hierarchies limit visibility by role, and prompts can include strict input definitions to keep data usage clear and controlled.
OneWorldSafety.ai handles multiple formats. Our OCR supports most European languages, and the Vision Agent extracts data directly from images and tables without converting to text first.
OneWorldSafety.ai is built for seamless integration. We support importing and exporting data from various sources like email, Google Drive, and Sheets. This ensures your workflows connect directly with your existing ecosystem.
Security
OneWorldSafety.ai is built on AppliedAI’s proprietary platform ‘Opus’. Opus is protected by a multi-layered security apparatus to ensure the confidentiality, integrity, and availability of sensitive data employing end-to-end encryption (AES-256 for data at rest and TLS 1.3 for data in transit) to protect all sensitive information from unauthorized access.
Opus adopts a zero-trust security model with granular access control policies, enforcing strict identity verification through multi- factor authentication (MFA) and role-based access control (RBAC). All data is isolated using containerization, ensuring that individual environments are sandboxed to prevent lateral threats. Immutable infrastructure leveraging automated configuration management (laC) ensures consistent deployment, reduces attack surfaces, and adherence to security best practices.
Opus continuously monitors and logs all activities using centralized logging systems, integrating with SIEM solutions for real-time threat detection and anomaly analysis complemented by regular automated vulnerability scanning and penetration testing. The platform provides full audit trails with tamper-proof logging mechanisms across distributed, multi-region data centers with built-in disaster recovery and failover protocols.
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