Sign up to save your podcasts
Or
Share Episode 12: AI and Automation in Clinical Data Management
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
Episode 12: AI and Automation in Clinical Data Management
In this QCast episode, Jullia and Tom explain how AI and automation make clinical data work smoother from smarter screening and electronic consent to streaming device data, auto-summarising notes, targeted monitoring, and faster reports. They outline the basics for linking core trial systems, clarify what regulators expect on validation and audit trails, and share a simple first-year plan with quick wins and common traps to avoid.
Key Takeaways
- Start small with a high-value workflow, define success measures, and scale proven patterns.
- Automation standardises execution; AI prioritises attention—together they surface issues earlier and speed decisions.
- Interoperability and governance matter most: integrate core systems, enforce role-based access, encryption, and complete audit trails.
- Quick wins include NLP-assisted coding and simple RBM rules; benchmark against a baseline to show impact.
- Treat models like regulated components: document purpose and training data, validate performance, monitor over time, and revalidate when processes change.
🔗 Learn More & Get Support: Visit quanticate.com to explore our biometrics services and discover how we can support your next clinical trial.
📝 Episode Notes & Transcript: Find show notes, resources, and a full transcript at quanticate.com/podcast.
🔔 Stay Connected: Subscribe to QCast on Apple Podcasts, Spotify, or your favourite platform to never miss an episode.
About Quanticate
Founded in 1994, Quanticate is a biometrics-focused CRO with over 30 years' experience delivering expert clinical and post-marketing data services worldwide. Specialising in the collection, management, standardisation, analysis, and reporting of data, we support pharma and biotech companies globally with high-quality solutions for clinical development. We specialise in:
- Clinical Data Capture & Management
- Biostatistics & Statistical Consultancy
- Statistical Programming & PK/PD Analysis
- Medical Writing & Pharmacovigilance
- Regulatory & Submission Support
- AI & Automation
- Post-Marketing Safety & Real-World Data
Quanticate is committed to delivering expertise and solutions that drive the success of clinical development worldwide.
View all episodes
By QuanticateIn this QCast episode, Jullia and Tom explain how AI and automation make clinical data work smoother from smarter screening and electronic consent to streaming device data, auto-summarising notes, targeted monitoring, and faster reports. They outline the basics for linking core trial systems, clarify what regulators expect on validation and audit trails, and share a simple first-year plan with quick wins and common traps to avoid.
Key Takeaways
- Start small with a high-value workflow, define success measures, and scale proven patterns.
- Automation standardises execution; AI prioritises attention—together they surface issues earlier and speed decisions.
- Interoperability and governance matter most: integrate core systems, enforce role-based access, encryption, and complete audit trails.
- Quick wins include NLP-assisted coding and simple RBM rules; benchmark against a baseline to show impact.
- Treat models like regulated components: document purpose and training data, validate performance, monitor over time, and revalidate when processes change.
🔗 Learn More & Get Support: Visit quanticate.com to explore our biometrics services and discover how we can support your next clinical trial.
📝 Episode Notes & Transcript: Find show notes, resources, and a full transcript at quanticate.com/podcast.
🔔 Stay Connected: Subscribe to QCast on Apple Podcasts, Spotify, or your favourite platform to never miss an episode.
About Quanticate
Founded in 1994, Quanticate is a biometrics-focused CRO with over 30 years' experience delivering expert clinical and post-marketing data services worldwide. Specialising in the collection, management, standardisation, analysis, and reporting of data, we support pharma and biotech companies globally with high-quality solutions for clinical development. We specialise in:
- Clinical Data Capture & Management
- Biostatistics & Statistical Consultancy
- Statistical Programming & PK/PD Analysis
- Medical Writing & Pharmacovigilance
- Regulatory & Submission Support
- AI & Automation
- Post-Marketing Safety & Real-World Data
Quanticate is committed to delivering expertise and solutions that drive the success of clinical development worldwide.