Layak is not a black box. Every step writes its working back to your screen — the extracted profile, the matched rules, the Python that does the math, the PDF that comes out the other side.
Gemini Vision opens your MyKad, payslip, and utility bill in one pass. Upload-path IC details are processed in request memory only and are not retained on the persisted profile.
Per-capita monthly income, Form B vs BE, children under 18, elderly dependants 60+. The classifier is a Pydantic schema you can audit, not a black box.
The rule engine checks the structured profile against 20 tracked scheme entries across 19 rule modules. Vertex AI Search grounds citations when available; deterministic rules decide eligibility.
Gemini reasons across the matched schemes to surface 0-3 grounded advisories after deterministic trigger filtering.
Gemini writes a Python snippet, runs it in Google's sandbox, and streams both the source and stdout to the UI. Verifiable arithmetic, not a final number.
WeasyPrint renders packets only for qualifying schemes with draft templates, then marks every page "DRAFT ? NOT SUBMITTED." Subsidy-only cards stay out of the packet preview.
Layak never submits on your behalf. You walk away with pre-filled, citation-rich PDFs — review them, then lodge each one yourself via the agency portal.
Start tracking your welfare eligibility for free. Upgrade to Pro when you need more power.
For individuals exploring their eligibility.
For high-volume users and agencies.
Sign in with Google is one click ? no account setup needed. Three uploads, a ranked list, and draft packets for schemes with templates. Takes about a minute.
