Open toolbox
Tools, straight from the research.
I am building small, free, browser-based tools from the research, so clinicians, students and fellow researchers can use the methods and findings directly. The first are live; more are on the way.
Federated Health-AI Readiness Check
A 46-item self-assessment for federated-learning projects on health data, covering the ethical, legal, technical and administrative groundwork phase by phase. Built from the peer-reviewed EU roadmap.
Open the tool → Live toolClinical Text Readability Checker
Paste patient-facing text and get an instant readability score with plain-language suggestions. Runs entirely in your browser; nothing is stored or sent anywhere.
Open the tool →Generative AI Evaluation Toolkit
A structured way to evaluate generative-AI outputs in health and social care, weighing accuracy, safety, bias and clinical usefulness before anything reaches practice.
Coming soonWorkforce Well-being Toolbox
Practical, evidence-based agile leadership interventions that first-line supervisors can use to support and track their team's well-being at work. From the AGILE project.
Coming soonAmbient Documentation Evaluator
A checklist and framework for evaluating ambient voice technologies for clinical documentation responsibly, before they are adopted in care.
Coming soonEHDS Interoperability Readiness
Check how ready your data and documentation are for the European Health Data Space, mapping gaps in standards, common data models and governance.
Coming soonCare-Unit Staffing & Safety Signals
Turn routinely collected unit data into early signals on staffing, workload and patient safety to support day-to-day operational decisions. From OPTIMISE.
Coming soonWant one of these sooner?
If a tool here would help your team, or you would like to collaborate on building one, get in touch. Tools are free to use and embeddable.