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Case Study
EngGPT Data Quality for updating pandemic plans
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GenAI to evaluate and compare pandemic plans drawn up by different local health authorities.
Where: Italy
Where: Italy
Challenge
The customer asked for our support to develop an AI solution to simplify the process of modifying and evaluating the pandemic plans drawn up by the various agencies within the flu pandemic plan.
Approach
The solution is developed in two phases:
- Learning Phase: Starting from plans already drawn up by the various agencies, it generates a list with the main topics covered, adding a weight to each topic according to its importance
- Evaluation phase: Starting from a pandemic plan, it provides an evaluation of the topics covered and a textual commentary.
Digital Ecosystem
Solution
Digital Ecosystem
We implemented an AI-based solution that exploits generative and text-embedding models to contextualise the national preparedness and response plan for possible pandemics.
The solution generates a comprehensive list of the topics covered in the various existing pandemic plans and evaluates each plan according to its adherence to them.
In particular, the evaluation of each draft provides feedback on the issues addressed and those neglected, a score indicating deviations from previously entered activities and textual feedback on the wording of the current one.
The solution helped simplify the process of writing pandemic plans by the different territorial health agencies.
Results
Assisting managers in the planning process
Identification of key activities to be carried out in the different pandemic phases
Impacts
Technologies
AI & Data
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From Data to Artificial Intelligence: Services, Products, and Processes for Future-Proof Business.
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Research Project
QLMD: Quantum Computing for an efficient urban logistical ecosystem
Applying Quantum Computing to urban logistics to optimize routes, reduce costs and emissions, improve sustainability, and tackle complex problems with scalable solutions.
Case Study
Implementation and deployment of the Regional Electronic Health Record for Healthcare Entities in Abruzzo
Elevating the digitalization of care and assistance processes in hospitals.
Case Study
Reengineering of the Health Record of the Regione Molise
The evolution will facilitate information sharing among healthcare facilities and ensure citizens access to an integrated and coordinated service.
-
Research Project
QLMD: Quantum Computing for an efficient urban logistical ecosystem
Applying Quantum Computing to urban logistics to optimize routes, reduce costs and emissions, improve sustainability, and tackle complex problems with scalable solutions.
-
Case Study
Implementation and deployment of the Regional Electronic Health Record for Healthcare Entities in Abruzzo
Elevating the digitalization of care and assistance processes in hospitals.
-
Case Study
Reengineering of the Health Record of the Regione Molise
The evolution will facilitate information sharing among healthcare facilities and ensure citizens access to an integrated and coordinated service.
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