HygieneGuard AI

The Problem

Frequent hygiene violations lead to closures, with KL seeing 10 eateries shut in one operation and Penang reporting cockroach-infested kitchens. Manpower shortages in F&B, especially mamak and Indian eateries across KL, Penang, and Johor, make manual cleaning and checks unreliable. Rising minimum wage to RM1,700/month squeezes small restaurants, forcing cuts in staff for hygiene tasks amid labor shortages. SME owners in Selangor/PJ face 70% surge in closures due to cleanliness issues, risking health fines and lost revenue.

The Solution

Users scan kitchen areas via phone camera; AI detects issues like pests, improper storage, unclean surfaces, or missing grease traps instantly. Generates compliance reports with photos, timestamps, and fix-it checklists in BM, English, Chinese for multilingual staff. Daily/weekly audit reminders and progress tracking to build habits and prove compliance during MOH inspections. Integrates with POS/inventory for hygiene-linked alerts, e.g., waste buildup from overstock. B2B dashboard for owners to monitor multiple outlets in KL, Penang, Johor Bahru.

Target Market

Small-medium restaurant owners/operators (mamak stalls, cafes, hawker centers) in urban areas like KL/Selangor, Penang, Johor. F&B chains and clinics needing quick hygiene logs.

Revenue Model

Subscription: RM49/month per outlet for core AI scans and reports; RM99 for multi-outlet + analytics. Setup fee: RM200 one-time for custom training on local pests/standards. Upsell: RM20/month premium for MOH-report exports and consultant links.

4-Week Validation Plan

• Week1: Interview 20 restaurant owners about hygiene inspection pain points and current practices.
• Week2: Build phone camera MVP using open-source vision model for pest/dirt detection.
• Week3: Test with 10 restaurants in KL/Penang, measure detection accuracy and time saved.
• Week4: Pilot report generation with MOH-format output, track owner satisfaction.