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MotherGuard AI

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MotherGuard AI

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AgroCycleAI Oct. 23, 2025
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Challenge: Safety and ethics

Industries

Health and wellnessInclusionSafety and ethics

Technologies

Blockchain & infrastructureData science & analyticsLLMs & NLP

Tags

AIDF rulesGovernance & tooling

Description

MotherGuard AI is an ethical governance layer that audits maternal health apps for fairness, accuracy, and user consent. It ensures all recommendations are evidence-based and gender-inclusive, while blockchain consent modules give women full control over their medical data. It builds trust, reduces misinformation, and enforces equity in digital maternal care.

Detailed Idea

Alignment with DF goals (BGI, Platform growth, community)

Problem description

Maternal deaths remain high in rural Africa due to unsafe pregnancy tracking apps, unverified advice, and gender bias in health AI. Expectant mothers often lose control of their medical data, facing misinformation and unequal treatment in digital systems. Transparent, women-centered AI governance is essential for safer maternal health outcomes.

Proposed Solutions

Launch pilots with women’s health NGOs in Kenya, training developers to integrate MotherGuard APIs. Partner with ministries to embed audits into app certification. Monitor data ownership adoption, reduction in misinformation, and improved maternal care outcomes across low-income and rural demographics.

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