Al Quoz Catering Works — Demo

Supplier invoices creeping up with no recipe costing discipline.

Initial audit

Exact home-site /audit fields as submitted.

namename: Demo Operations Lead (synthetic)
emailemail: ops@alquozcatering-demo.ae
company namecompany_name: Al Quoz Catering Works — Demo
business country codebusiness_country_code: AE
detected country codedetected_country_code: AE
location sourcelocation_source: user_selected
industryindustry: Restaurant / F&B
industry otherindustry_other: (blank)
business modelbusiness_model: Contract catering
employee countemployee_count: 45
pain pointspain_points: Supplier invoices creep up every month and recipe costing is guesswork, so quoted jobs lose money.
current softwarecurrent_software: Purchase spreadsheets
current ai usecurrent_ai_use: No
ai usage levelai_usage_level: None
ai usage detailsai_usage_details: (blank)
goalsgoals: Quote jobs with confidence and see which dishes still make money.
additional infoadditional_info: (blank)

Restaurant metrics

Stored under industry_answers for the Restaurant / F&B family.

covers per weekindustry_answers.covers_per_week: 5200
avg spend per coverindustry_answers.avg_spend_per_cover: 28
service periods per weekindustry_answers.service_periods_per_week: 6
delivery platform share pctindustry_answers.delivery_platform_share_pct: 0
monthly delivery commissionindustry_answers.monthly_delivery_commission: 0
food cost pctindustry_answers.food_cost_pct: 41
monthly no showsindustry_answers.monthly_no_shows: 0
kitchen and service staffindustry_answers.kitchen_and_service_staff: 40
num locationsindustry_answers.num_locations: 1
delivery platforms usedindustry_answers.delivery_platforms_used: (empty list)
delivery reconciliation methodindustry_answers.delivery_reconciliation_method: None
delivery reconciliation hours monthlyindustry_answers.delivery_reconciliation_hours_monthly: 0
food safety recording methodindustry_answers.food_safety_recording_method: Not sure
food safety admin hours weeklyindustry_answers.food_safety_admin_hours_weekly: 0
monthly public reviewsindustry_answers.monthly_public_reviews: 0
review response pctindustry_answers.review_response_pct: 0
recipe costing methodindustry_answers.recipe_costing_method: Spreadsheet updated twice a year
supplier price changes monthlyindustry_answers.supplier_price_changes_monthly: 15

Detected family

Family determines which module rule set is applied.

Restaurant / F&Bindustry = "Restaurant / F&B"

Qualifies (1)

Recommended modules and the evidence field behind each one.

CostWatch
Supplier prices move faster than recipe costs are updated, eroding menu margin.
- industry_answers.supplier_price_changes_monthly = 15/month — Supplier price movements to track
- industry_answers.recipe_costing_method = Spreadsheet updated twice a year — Recipe costs maintained by hand
- pain_points = Supplier invoices creep up every month and recipe costing is guesswork, so quoted jobs lose money. — Stated cost or margin concern
- industry_answers.food_cost_pct = 41% — Current food cost percentage

Excluded (3)

Why each remaining module stays switched off.

MarginGuard
No delivery or aggregator platforms in use, so there is nothing to reconcile.
- industry_answers.delivery_platforms_used = (empty list) — No platforms stated
- industry_answers.delivery_platform_share_pct = 0 — Delivery share of revenue
SafeServe Dubai
No qualifying answer given.
GuestPulse
No public reviews are received, so there is no review inbox to manage.
- industry_answers.monthly_public_reviews = 0 — Zero public reviews per month

Creating a demo contract only writes browser-local demo state with the qualifying module toggles on. No email is sent, no account is provisioned and nothing is shared with the Hegarty home site. This is a contract-compatible mapping against that questionnaire schema, with no live integration behind it.