# Aketud

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Parvind Dutta](https://cerebralvalley.ai/u/parvind)
- **GitHub:** https://github.com/parvindd/aketud-verify
- **Demo video:** https://youtu.be/EZFgfWPLXxQ
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/848

Aketud Verify gives insurance answers that prove themselves — or refuse.

In India, mis-selling ("unfair business practices") is 22% of all life insurance complaints (IRDAI Annual Report 2024-25), and IRDAI publicly warns about fake "IRDAI" calls offering bonuses on lapsed policies. I lived it: two renewals in a row on my family health policy, what I was told didn't match the documents.

Aketud Verify answers only from official documents. Every claim carries a verbatim quote; code checks the quote exists in the source PDF; an independent open-weights model verifies it; and newer regulation overrides older documents — by the policy's sale date (IRDAI Products Regulations 2024, Reg 7 and Reg 9(3)). If it can't be proven, it refuses. It works in English, Hindi and Hinglish, and can check a recorded phone call claim-by-claim against IRDAI rules.

Tested on trap questions: 0 of 9 wrong answers shown as verified, 0 of 8 fake-call claims accepted. Given the same specimen policy and a 2025 purchase date, two general-purpose chatbots said 48 months; Aketud Verify returns 36 months, citing the 2024 cap. Known limits are disclosed in the README.

## More from Meta Global AI Developer Hackathon

- [Divi](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/845)
- [CivicLens AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/846)
- [Remont](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/847)
- [AKINOLA OLATUNJI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/849)
- [Andrea Conklin](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/850)
- [Chiheb](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/851)

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