GoML developed an AI healthcare platform for Heartful Sprouts, a pediatric nutrition service, to automate medical dietary recipe adjustments. Clinicians previously spent time manually modifying recipes for conditions like celiac disease and diabetes.
The platform uses natural language queries to interpret dietary needs, apply clinical rules, and generate compliant recipe updates while preserving ingredient identifiers. It integrates structured medical dietary knowledge and secure database connections, enabling accurate substitutions and consistent outputs.
Impact included a 70–80% reduction in manual adjustment effort, twice-as-fast compliant recipe generation, and a 50% improvement in adherence to dietary guidelines. The solution maintained nutritional accuracy and traceability.
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