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    Home»Artificial Intelligence

    Google AI health coach to use Abbott glucose data

    NCIJ NETWNCIJ NETWORKBy NCIJ NETWNCIJ NETWORKAugust 14, 2026 Artificial Intelligence No Comments4 Mins Read
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    Abbott and Google are linking continuous glucose monitoring data with Google’s AI-powered health coaching tools, giving the Gemini-powered service access to another source of personal health information.

    Under a multiyear agreement, data from Abbott’s Lingo continuous glucose monitor will be integrated into the Google Health app. Users will be able to view glucose trends alongside information related to activity, sleep, and other wellness metrics.

    Google Health Coach, which is built with Gemini, will use Lingo data alongside other health information to provide recommendations covering nutrition, activity, sleep, and recovery. Access to the AI coach requires a Google Health Premium subscription.

    Google says Health Coach is not intended for medical purposes and warns that its AI responses can be inaccurate or incomplete. The company advises users to verify its responses and consult healthcare professionals when appropriate.

    Google had already been expanding the types of health information available to Health Coach. The company said in May that US users could sync medical records with the Google Health app, including laboratory results, vital signs, and medication information, and share those records with the coach to ask questions or receive summaries.

    The Google Health app can also receive information from compatible wearables and third-party applications through Health Connect, Apple Health, and Google Health APIs.

    The companies expect the Lingo integration to begin rolling out in the Google Health app later this year.

    AI coaching meets continuous glucose data

    Lingo is an over-the-counter continuous glucose monitoring system designed for adults aged 18 and older who do not use insulin. The wearable tracks glucose levels throughout the day, while its accompanying app shows how factors including food, movement, and other daily activities correspond with changes in glucose.

    According to FDA documents, Lingo continuously measures glucose in interstitial fluid rather than directly from blood. Its sensor is inserted under the skin on the back of the upper arm and uses an electrochemical process to measure glucose before transmitting the readings to the Lingo app through Bluetooth Low Energy.

    The FDA says the Lingo app can display real-time glucose values, trend arrows, and glucose graphs. The sensor can be worn for up to 14 days, but the Lingo app does not provide glucose or system alerts.

    The product is based on technology used in Abbott’s FreeStyle Libre platform. Abbott made Lingo available without a prescription in the US in 2024, and the system is also available in the UK.

    Although Lingo shares underlying sensor technology with FreeStyle Libre 2, the products have different intended uses. FreeStyle Libre 2 is cleared for diabetes management, while the FDA describes Lingo as a system for helping adults who do not use insulin understand how glucose readings relate to nutrition, exercise, and daily activities.

    FDA documentation also states that users should not take medical action based on Lingo readings without consulting a qualified healthcare professional.

    Abbott and Google are also planning a large real-world study focused on metabolic health.

    The study will combine continuous glucose readings with wearable, laboratory, and survey data to examine relationships between activity, sleep, well-being, and metabolic health. Abbott and Google said the findings will be used to refine Google Health Coach and inform future Lingo features.

    Google connects more health data to Gemini

    The Google Health app brings information from multiple sources into one place. Users can sync activity, fitness, sleep, vital-sign, and medical-record data and connect compatible applications and devices.

    Google says users can decide what information they save, turn optional features on or off, export their data, and delete it. The company also states that Google Health data is not used for Google Ads.

    Google Health Coach can use personal health records to personalise its responses, while the Google Health app can sync information from compatible apps and devices. The Abbott integration will add ongoing glucose data from Lingo.

    Google has also been extending Gemini into other healthcare-related tasks. Zocdoc announced this week that US users can search for healthcare appointments and book providers directly through the Gemini app.

    The Zocdoc connected app provides real-time appointment availability from a network of more than 200,000 providers across more than 200 specialities. Zocdoc said it is Gemini’s first connected-app partner for health appointments.

    (Photo by Towfiqu barbhuiya)

    See also: Novo Nordisk and AWS bring agentic AI into drug discovery

    Want to learn more about AI and big data from industry leaders? Check out AI & Big Data Expo taking place in Amsterdam, California, and London. The comprehensive event is part of TechEx and is co-located with other leading technology events including the Cyber Security & Cloud Expo. Click here for more information.

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    Abbott coach data glucose Google health
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