TahiyyaتحيةAI Room Inspection & Quality
INSP-07
Coming soonP2· Housekeeping supervisor and quality leadCalibration loop: supervisor agree/disagree improves prompts/rules; accuracy tracked per room type
- Supervisor agrees or disagrees with each AI finding
- arrow_forwardDisagreements tune the prompts and rules
- arrow_forwardAccuracy is tracked per room type
Photo inspection · calibrationHow accurate is the AI this month
Standard king94% · 410 checks
Twin92% · 268 checks
Suite81% · 62 checks
612
Flagged "towel missing" · supervisor disagreedSuite: towels kept in the dressing room
Rule updated305
Flagged "stain on carpet" · agreed
CorrectThis week
Agreed312
Disagreed21
Rules changed3
Auto-pass (INSP-08) unlocks for a room type at 95% over 4 weeks.
Sample screen · synthetic data onlySample
Other INSP features (7)
- INSP-01Guided after-clean photos at fixed angles per room type, in-app camera only, timestamped. "Before" photos only for departure rooms or defectsLive
- INSP-02Gold-standard reference photos per room typeLive
- INSP-03AI checklist verification (bed made, towels, amenities, visible debris) → pass/fail/uncertain per item + overall score. Assistive: the supervisor confirms · Owner 2026-10-12 (answers workbook, Q-133, Q-139): automatic photo check only with a local or KSA-hosted vision model; the supervisor's "Check photos" button always available; verdicts kept 12 monthsLive
- INSP-04AI damage suggestion (stain, crack, broken fixture) → one-tap work orderLive
- INSP-05Privacy guardrails: occupied-room mode (defect photos only, warn/block wide shots), on-device blur of people/documents/personal items, no gallery import, retention limits, access loggingLive
- INSP-08Auto-pass when AI confidence is high + random spot checks (only after calibration proves accuracy)Coming soon
- INSP-09Room condition history per room (asset/owner reporting) · Owner 2026-10-12 (answers workbook, Q-106, Q-107): owner access to room photos follows the owner-access setting (Standard: none; Extended: with every opening logged)Live