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Tikdam

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Demo video · x.com/…

Tikdam helps freelancers and small businesses prepare before a purchase, review a bill, and investigate a gap between a client invoice and the payment received. The live checker at https://tikdam.xyz/app starts with a conversation: a person chooses a task and location, explains the situation, and Meta’s model asks for missing facts. Any structured case updates are suggestions that the person must review and apply. Deterministic checks then create a source-linked preparation checklist or a conditional result. A client-payment gap is kept separate from proof of tax withheld. The selector covers 250 locations. Eleven have researched preparation guidance; narrow numerical candidate input-tax checks cover specific India, UK and Singapore cases. Other locations receive evidence preparation without a local tax-benefit claim. The app does not check government records, file returns or promise refunds. Invoice AI extraction is paused, so bill details can be entered manually. Tikdam runs on Cloudflare Workers and D1. The server validates model output, controls official source links, recomputes amounts, and rejects model-supplied statutory confirmations. Chat requires consent and verification. A shared spending ledger caps paid use and pauses AI on uncertain billing. Operational records do not store question text or invoice contents. Manual checks remain available if chat is unavailable. This event build grew from an earlier idea and is an early preparation prototype, not professional tax advice or a filing service.

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