# Huma Intelligence Sitting on clinical data that still isn't driving better decisions? ## What Huma Intelligence enables Intelligence embedded across Huma products - supporting measurement, experience, and clinical workflows across conditions and care pathways. ## Generative AI for clinical workflows ## Generating applications with AI AI-assisted configuration and generation of regulated digital health applications, enabling teams to rapidly assemble patient and clinician workflows on the Huma Cloud Platform. ## Generating clinical notes automatically AI-assisted generation of structured clinical notes from patient-reported data and interactions, reducing administrative burden while keeping clinicians in control. ## Monitoring and predictive intelligence ## Cardiovascular disease risk prediction Predict long-term cardiovascular risk using clinically validated models trained on large population datasets. Huma Intelligence enables early identification of at-risk individuals to support screening, prevention, and timely clinical intervention. ## Measuring disease severity in Myasthenia Gravis AI-supported assessment combining validated questionnaires and computer-vision-based analysis to track symptoms beyond periodic clinic visits. [Explore Myasthenia Gravis](/content/products/mg/index.html) ## Assessing arm fatigue remotely Camera-based analysis to quantify arm endurance and fatigue, enabling repeatable assessment in fluctuating neuromuscular conditions. ## Tracking ptosis over time Facial analysis model that monitors eyelid droop longitudinally, supporting more consistent evaluation of disease progression. ## Monitoring recovery after surgery Range-of-motion tracking using mobile devices to support rehabilitation, physiotherapy, and post-operative follow-up. ## Structuring clinical conversations automatically Huma has developed a capability that intelligently analyzes doctor-patient conversations, automatically structuring and capturing the required clinical and billing information. ## A fully integrated suite of AI health products The Huma Cloud Platform is the heart of Huma. A governed model of reality that unifies clinical, operational, and research data so teams can ship mission critical software fast, orchestrate workflows, and automate decisions safely across care and life sciences. ## How it works, step by step Huma Intelligence follows a governed lifecycle designed for healthcare delivery and research. Proof of Concept **1. Quickly develop proof of concepts to validate the concept** Proof of concepts developed by experienced machine learning scientists allow quick validation of the solution to de-risk the process. Development **2. Full algorithm development, validation and integration** Huma combines considerable experience in AI model development with Huma’s platform to integrate AI into patient-facing solutions. Clinical study and publication **3. Clinical studies to validate the application** Huma’s clinical trials arm runs bespoke studies to validate the AI algorithms when needed. Regulatory approval **4. Fast pathways for integration into Huma’s regulated platform or an independent regulated device** Huma’s regulated platform and experienced regulatory team allow integration of AI algorithms. Launch and marketplace **5. Launch solution for research, patients, or deploy to Huma’s algorithm marketplace** Huma can manage the launch and go-to-market strategy. Algorithms can also be deployed on Huma’s marketplace to further monetize the developed solution. ## Evidence and validation Selected proof-of-concepts and peer-reviewed publications from the Huma AI Lab, demonstrating how intelligence developed on the platform is clinically evaluated and validated. [**Bayer Aspirin Heart Risk Assessment**\ Med Tech Dive\ AI-driven cardiovascular risk prediction developed using large population datasets and deployed for population screening.](https://www.medtechdive.com/news/bayer-BAYRY-huma-online-tool-heat-risk/642144/) [**SARS-CoV-2 PCR positivity prediction**\ Nature Scientific Reports\ Predicting COVID-19 PCR positivity using intermittently collected vital signs from smartphones.](https://www.nature.com/articles/s41598-023-37301-y) [**Chronic Kidney Disease progression prediction**\ ACM Transactions on Computing for Healthcare\ HERBERT: Transformer-based risk stratification for CKD using large-scale EHR data.](https://dl.acm.org/doi/full/10.1145/3665899) [**Anomaly detection in time series**\ Journal of Artificial Intelligence Research\ conDENSE: Conditional density estimation for detecting anomalies in longitudinal health data.](https://www.jair.org/index.php/jair/article/view/14849) ## Research and publications Peer-reviewed studies validating Huma's platform across cardiovascular, respiratory, metabolic health, and more. [Browse publications](/content/publications/index.html) ## Trust and regulation Huma Intelligence is designed to operate safely in regulated healthcare environments. **Designed for integration into a regulated digital health platform** **Clear clinical evaluation pathways, including bespoke studies and publication when needed** **Regulatory alignment supported by experienced teams to enable compliant deployment** **Designed for auditability and operational governance across the model lifecycle** Intelligence is treated as a clinical system component – not an experimental add-on ## What our partners say - ### St. George’s Hospital (UK) “HumaMG enables us to follow our MG patients more closely and respond to any changes in their condition - the software is great and we look forward to testing the new AI features.” - ### NHSX (UK) “This is a great example of how new technology is supporting healthcare professionals to provide the right care at the right time.” - ### West Hertfordshire Hospitals NHS Trust “The remote patient monitoring offers a promising solution to help us scale our efforts to the growing needs of our community.” - ### NHS Primary Care (UK) “Using Hi Scribe to transcribe my medical notes has transformed my day – saving me 2–3 minutes every consultation and allowing me to focus fully on my patients.” - ### Wheel (US) “With Hi Scribe now integrated into Horizon, we’re excited to bring this kind of transformative AI technology to virtual care in the U.S.” - ### University of Cambridge (MRC Epidemiology Unit) “Here we saw not only great enrolment and retention, but also engagement which has helped us create a useful checklist for other researchers to follow.” - ### Banner Medical Group (US) “This level of clearance gives us confidence that we are working with a highly regulated, safe and evidence-based platform.” - ### Bayer (Middle East & Pakistan) “Our partnership with Huma to expand the Heart Health Risk Assessment tool to Saudi Arabia underscores our commitment to leveraging digital health solutions for preventive care.” - ### Bayer (Saudi Arabia) “Our collaboration with Huma is a testament to Bayer’s commitment to advancing digital health solutions that can make a real difference in people’s lives.” - ### Servier Pharmaceuticals “This app is one example of the ‘beyond the pill’ digital solutions we are working to provide to patients, caregivers, advocacy groups and others.” - ### AstraZeneca “With the latest advances in AI and machine learning combined with a streamlined patient experience through the use of Huma’s platform, AstraZeneca can extend its evidence generation capabilities.” ### Huma is committed to making healthcare accessible and affordable for everyone and GenAI will play a crucial role in this equitable access. Our new GenAI applications will help mitigate the pressures on the healthcare workforce that exist worldwide, and will reduce burnout in overworked staff. We are committed to the safe and responsible introduction of GenAI into healthcare and will ensure that Huma-ns are kept in the loop, meaning that HCPs will retain control of these health technologies. \- Dan Vahdat, CEO & Founder, Huma ## Platform fit Huma Intelligence is not a separate product line. It is a shared capability layer across the Huma Cloud Platform, supporting: **Digital-first care** Remote monitoring and SaMD workflows **Digital-first research** Clinical trials and registries **Digital screening and diagnostics** Population and primary care initiatives Because it is embedded in the platform, intelligence can be deployed through the same infrastructure used to run real programmes at scale. ## Take the next step Tell us what intelligence you want to deploy and where it should operate across your workflows.