Low value care || Agentic AI || mental health

HDI focuses on low-value care that emerges from workforce pressure, fragmented information, and poor coordination, particularly in mental health, using a POC-level platform to identify patterns and support practical use of results.

HDI is developing a proof-of-concept platform to support the identification and analysis of low-value care at organisational and service level.

The platform is designed to:

• Identify patterns linked to:

  • staff shortages and cognitive overload,

  • lack of interoperability and information gaps,

  • fragmented care pathways, poor continuity of care

• Address the admin, clinical, continuity of care challenges faced by clinicians.

The platform is used as an analysis and decision-support tool.

Project Status & Ambition

Current maturity: TRL 2–4 (proof of concept / early validation)

Development focus:

• Feasibility testing and early validation with project partners

• Adaptation to different organisational and national contexts

• Use within research and pilot settings, not large-scale deployment

HDI’s ambition is to support practical reduction of low-value care by helping organisations understand where inefficiencies arise and to adress those.

Role in the Consortium

HDI seeks to participate as a core partner for work related to low-value care analysis and use of results. HDI can contribute:

·       Discovery/identifying low-value care

·       Platform-enabled analysis (POC level)

·       Commercialisation

·       Valorisation and dissemination of results

 Type of Partners Sought

HDI is looking for partners for Horizon Europe Cluster Health proposals, including:

• Universities and research organisations in health services research

• Mental health services, clinics

• Public authorities, payers, and system-level organisations

• Technology partners for downstream development or scaling

• Coordinators seeking partners with strengths in analysis, system understanding, and use of results

 Collaboration Interest

HDI is open to joining consortia as:

• A partner responsible for identifying and analysing low-value care

• A POC-level technical contributor using the platform as a research tool

• A contributor or work-package leader for:

  • valorisation of results,

  • commercialisation and sustainability planning,

  • practical uptake at organisational or system level