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Overview
QED.ai builds data systems and AI solutions for health and agriculture to support humanitarian projects aligned with SDGs 2, 3, 6, and 15. It designs and deploys data platforms that help partner organizations collect, store, and analyze data, then uses AI-driven insights to inform policy decisions. Unlike generic tech vendors, it tailors its tools to local conditions and works closely with international projects to ensure real-world applicability. Its goal is to empower development actors with practical data-enabled tools that improve health, agriculture, and environmental outcomes while strengthening policy impact in low-resource settings.
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Simplify's take
What believers are saying
- August 2026 openRxiv pilot gives QED direct distribution into bioRxiv workflows.
- May 2026 Grants product expands usage from papers into funding decisions immediately.
- October 2026 validation studies and ρ=0.63 correlation strengthen credibility with skeptical scientists.
What critics are saying
- Free academic access leaves monetization dependent on pharma and institutions by 2027.
- Nature's August 2026 coverage spotlights competitors; journals can copy claim-checking workflows quickly.
- If QED Score misranks papers, researchers and funders abandon the platform after one public failure.
What makes QED.ai unique
- June 24, 2026: QED Science ranked 57,455 bioRxiv preprints with QED Score.
- QED breaks manuscripts into claim trees, not just grammar edits or summaries.
- October 2025 launch reached 20,000 users across 2,000 institutions by August 2026.
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