Nested Knowledge, Inc.

Forum Recap: Our #ISPOR2025 forum, “Leveraging Automated Tools for Literature Reviews in HEOR: Opportunities, Challenges, and Best Practices,” brought together an engaged audience and sparked rich discussion around the future of evidence synthesis in #HTA and #HEOR. We explored how #AI and #automation can support screening, data extraction, and synthesis , while emphasizing the importance of human oversight, transparency, and scientific rigor. Highlights included: Real-world case study from the Health Equity SIG Scoping Review Discussion on methodological integration, reproducibility, and trust Forward-looking perspectives on broader adoption across HEOR and regulatory settings A huge thank you to our amazing panelists: Ranita Tarchand (Nested Knowledge, Inc.) Rajshree Pandey (ISPOR HER SIG) Mitch Higashi (ISPOR—The Professional Society for Health Economics and Outcomes Research) The thoughtful questions and engagement from the audience made this session especially rewarding. Keep an eye out for upcoming #ISPOREurope sessions about this topic #HTA #HealthEquity #EvidenceSynthesis

🎉 Reflecting on an Incredible #ISPOR2025 in Montreal! Our team had an amazing time at ISPOR 2025—reconnecting with clients and showcasing CLINIGMA's latest in-trial interview solutions. After working diligently for so long to advance our interview solutions, it was incredibly rewarding to finally present these solutions to our clients. 🔍 Key Insights from #ISPOR2025: 📌 AI in HEOR/RWD was a major theme. Speakers shared advancements in AI spanning across literature reviews and rare disease research. Key takeaways include "human-in-the-loop," a reference to humans partnering in these AI advancements to reduce associated limitations (Kevin Kallmes of Nested Knowledge, Inc.) like hallucinations. Hallucinations—false or misleading information presented as fact— and can erode trust in the data (Lisa Pilgram from Children's Hospital of Eastern Ontario Research Institute). 📌 Excellent seminars at #ISPOR2025 focused on patient voice and the value of qualitative data in rare diseases. Asia Sikora Kessler (Ionis Pharmaceuticals, Inc.) drew strong audience engagement on Day 2 with her presentation about conducting in-trial interviews. Additionally, Kate Williams PhD´s session on how in-trial interviews can inform HTA decision-making was particularly insightful. Very relevant to their presentations, we presented right after a poster from our collaborations with Sanofi: "Facilitating Effective Implementation of Qualitative in-Trial Interviews"—summarizing the important steps needed to ensure a successful execution of in-trial interviews seen from a large global pharma perspective. A huge thank you to everyone who visited our booth, shared insights, or connected with us. The conversations and collaborations at #ISPOR2025 will drive meaningful progress in our capturing of patients voices in relation to clinical trials.   What was your biggest takeaway from ISPOR? Until next time! 🚀 #HEOR #HealthcareInnovation #RealWorldEvidence #AIinHealthcare #PatientCentricity #ISPOR

"It's not a retreat, it's a tactical maneuver" - Keith Kallmes while hosting the first ever Nested Knowledge, Inc. company retreat! From cold plunges to rainstorms in the Green mountains to improv lessons, this has been just about as chaotic and uphill as starting a company. Thanks team for an amazing conference, trip, and ((tactical maneuver))!

Smart MA Extraction is here! Check out this brief demo, or head over to Nested Knowledge and try it for yourself. If you are new to Nested Knowledge and would like a demonstration of this or any of our other features, sign up for a demo: https://lnkd.in/gPHGC-bh Are you headed to #ISPOR2025? We'll be at booth 1620. Grab a timeslot below: https://lnkd.in/gPHGC-bh

Join us for #ISPOR2025 in beautiful Montreal for a first look at automatic quantitative data extraction powered by AI. Building on the success of Core and Adaptive Smart Tags, which have truly revolutionized qualitative data extraction, we are excited to bring the same speed, accuracy, power to data elements and interventions in your Nested Knowledge workflow. This feature has been a long time coming: it's not just about intra-study data extraction; it's inter-study harmonization, and like core smart tags, this feature will build a preliminary tagging ontology for you as well. Stop by our booth (1620) to experience it first hand. Let us know you are interested and we'll make sure you have a time slot: https://lnkd.in/gPHGC-bh #marketaccess #AI #SLR #HTA #pharma #valueaccess #medicaldevice

What an event! We just left the rooftop of the Hotel Montville, where Cytel put on an exciting and relaxing evening with a beautiful sunset skyline. Wyatt Gotbetter, Nathalie Horowicz-Mehler, PhD and the whole Cytel team are true leaders in the field and we are confident our partnership will bring truly unique capabilities to #HEOR research. Thank you for the hospitality and a great future ahead!

Last year, we announced a strategic partnership with Envision Pharma Group. Since then, we've been hard at work, integrating Nested Knowledge with iEnvision to seamlessly offer the benefits of both platforms. For the first time, you can now unlock the power of Nested Knowledge and iEnvision for unprecedented insight into the flow of evidence across the product life cycle. Then, pair technology with human expertise from Envision Pharma Group. Check it out: https://lnkd.in/gahqkPTe Interested to learn more? Stop by our booth (1620) at #ISPOR2025 #marketaccess #medicalaffairs #evidencesynthes #ai