Omada Health Launches AI Meal Map for Cardiometabolic Nutrition

Omada Health, a virtual between-visit healthcare provider, has launched Meal Map, a nutrient categorization tool designed to transform how patients approach nutrition management in cardiometabolic care. The new capability combines artificial intelligence-powered instant feedback with support from human care teams to help members understand the nutrient quality of their food choices and build sustainable healthy habits.

Built within Omada's Nutritional Intelligence capability, Meal Map represents a departure from traditional dietary approaches by moving away from categorizing foods as simply good or bad. Instead, the tool employs an evidence-based framework focused on nutrient density, addressing growing confusion around nutrition in an environment marked by increased GLP-1 medication use and the proliferation of fad diets.

The emphasis on nutrient density offers multiple health benefits supported by clinical evidence. A nutrient-dense approach supports a robust immune system, boosts energy levels, and improves digestive health. This nutritional strategy also reduces the risk of cardiovascular diseases including stroke and diabetes, as well as certain cancers.

Omada Health tested Meal Map in a pilot program involving over 1,000 members, which demonstrated increased meal engagement compared to traditional approaches. The tool delivers instant feedback on the nutrient composition of meals and provides weekly progress reports tracking nutritional quality and water intake, giving members actionable insights into their dietary patterns.

"This evidence-based approach fills a critical gap in the market for a tool that moves beyond simple calorie counting and food restrictions, which isn't always necessary to lose weight; instead, it focuses on nutritional value and food freedom," said Justin Wu, MD, VP of Clinical Innovation and Quality at Omada Health. "By analyzing member behavior, gathering insights from our care teams, and listening to member feedback, we've developed a solution that provides actionable guidance for building lasting health habits – whether members are managing cardiometabolic conditions, using GLP-1 medications, or working towards broader health goals."

The launch positions Omada Health to address the evolving needs of cardiometabolic patients seeking sustainable nutrition strategies that complement medical interventions and support long-term wellness outcomes.

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