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Insulin Prediction · Decision support

Boosting the reach, effectiveness and impact of diabetes coaches and educators.

The Insulin Prediction coaching platform shown on a laptop and a phone

Challenge

Help diabetes coaches convince their patients to adopt healthy lifestyle changes.

Diabetes coaches and educators' struggle to convince their Type 2 diabetes patients of the urgency to change their lifestyle and to motivate them to adopt and maintain healthy behaviours to delay disease progression. This can lead to:

  • Regular insulin injections and additional medications.
  • Additional health complications.
  • Poor quality of life.
  • Increased burden and costs on healthcare systems.

Approach

  1. Research

    Research with diabetes coaches & type 2 diabetes patients uncovered an insight for coaches to leverage the fear of insulin as a motivating factor.

  2. Design

    We conducted a user-centered design process creating the solution iteratively with real user input.

  3. Develop

    Using Agile development with detailed documentation we developed a secure cloud ecosystem and web & mobile applications.

Solution

An AI powered platform to empower diabetes coaches and educators to track and manage their patients’ disease progression.

  • Patient health forecast and SMART goals screen

    Predict long-term health status and set SMART goals

    Demographic and lifestyle information is combined to create a "digital twin" of the patient.

    A validated physiological model is used to predict patients' long term health status and create personalised SMART health goals.

  • Coach dashboard listing patients and their progress

    Support diabetes coaches and patient population scaling

    Coaches can use the platform to streamline their workflow and leverage predictive analytics to proactively identify and engage with struggling patients.

  • Patient mobile app tracking progress towards goals

    Behavioural nudges and success optimisation

    Easy to use AI powered mobile application helps patients automatically track progress, engage with coaches and achieve SMART goals.

Outcome

Majority of patients' trialled reported clinically significant reductions to their A1C.

  • For patients

    Empowers them by helping to build and maintain healthy behaviours that improve their overall health, well being and prognosis.

  • For HCPs

    Ability to take on more patients by improving their ability to motivate patients in adopting sustainable behaviours.

  • For payers

    Reduced costs by delaying or mitigating the need for insulin therapy, fewer cases of co-morbidities and decreasing the number of ER visits.

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