> ## Documentation Index
> Fetch the complete documentation index at: https://handbook.aiql.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Manhal

> National Genetic Intelligence. Camel DNA registry

<Frame>
  <img src="https://mintcdn.com/aiql-4d400fb1/_apH-g1GmiEy0CK8/images/clients/manhal.png?fit=max&auto=format&n=_apH-g1GmiEy0CK8&q=85&s=0455fc3cdaffe1b880fc0c375e9e79f8" alt="Manhal home with DNA identity, verification, population genetics, integrity, certificates, and admin" width="1440" height="900" data-path="images/clients/manhal.png" />
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A national genetic registry for camels. Identity is a DNA fingerprint. Parentage and relationship claims are settled against biology, not paperwork. Live surfaces are the identity registry, verification, population genetics (diversity, inbreeding, and structure), registry integrity (contradictions and reconciliation), QR-verifiable certificates and reports, and admin (users, marker panel, reference data, audit). Later phases add breeding decision support, pedigree reconstruction, an owner and stable portal, health surveillance, racing analytics, trait intelligence, and expansion from STR identity to SNP and whole-genome.

6 modules live. 7 on the roadmap. QR-verifiable certificates.

<Card title="Try the environment" icon="arrow-up-right" href="https://aiql-camel.vercel.app">
  Open the live Manhal workspace.
</Card>