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Multimodal Gemini 2.5 + Sub-Second pgvector Retrieval

The Single Source of Truth for Restaurant Front House Operations

Eliminate binders, chaotic pre-shifts, and tragic allergen miscommunications. Ingest menus and kitchen SOPs in seconds, extract allergens with high-precision AI, and arm servers with citation-backed culinary intelligence.

MenuOps Terminal AI Engine · Active Session
Live 118ms Vector Retrieval

Staff In-Service Prompt

"Is the Truffle Tagliolini safe for a guest with a severe celiac allergy?"

Verified Culinary RAG Answer
Confidence: 99.8%

No. The Truffle Tagliolini contains traditional wheat semolina (Gluten). However, our kitchen SOP notes that gluten-free corn/rice penne can be substituted upon request, though cross-contact in the pasta boiler must be flagged to the sous-chef.

Detected Allergens:GlutenDairy (Parmigiano)EggsMenu Ops Recipe SOP #042 — Fresh Pasta Station (Verified by Chef Marcus on Oct 12)
Kitchen Operations Reimagined

Engineered for Zero Mistake Restaurant Operations

Every feature is built around the chaotic reality of high-volume kitchen service: heat, speed, and strict guest safety.

Multimodal Menu Ingestion

Upload raw PDF menus, tasting menus, or snaps of chef prep sheets. Our Gemini 2.5 multimodal pipeline parses ingredients, descriptions, and preparation steps in seconds.

14-Major Allergen Matrix

Automated detection of all 14 regulatory allergens (Gluten, Crustaceans, Eggs, Fish, Peanuts, Soybeans, Dairy, Celery, Mustard, Sesame, Sulphites, Lupin, Molluscs).

Sub-Second Floor Copilot

Floor servers access an instant mobile food bible with sub-150ms pgvector similarity queries. Never leave an anxious allergy diner waiting at table 12.

Dynamic Staff Quiz Generator

Turn your active dishes into interactive micro-quizzes for pre-shift staff briefings. Track completion and allergen competency scores per employee.

Manager Verification Gate

AI extracts, but the Chef and General Manager remain in total command. No AI changes go live to floor staff until explicitly approved and cryptographically logged.

Zero-Knowledge Isolation

Enterprise tenant boundaries under Lineflow Technologies. Argon2id passwords, dedicated vector embeddings, and full UK & EU GDPR compliance.

Measurable Hospitality ROI

Calculate Your Kitchen Labor & Safety Savings

See how digitizing menus and training with MenuOps cuts pre-shift overhead and eliminates costly allergen comps.

Number of Restaurant Locations2
Active Floor & Kitchen Staff per Location18

Key Model Assumptions:

• 4.5 hours saved per server monthly on menu memorization & question interruptions.

• 100% elimination of allergen communication delays during table order-taking.

Estimated Annual Labor Savings

$42,768

~162 staff training hours saved / mo

Trusted by Executive Chefs & Hospitality Groups

★★★★★

"Our seasonal menu changes every 3 weeks. Before MenuOps, servers were fumbling binders or running into my pass during mid-rush. Now they look up allergen specs on their phones in under 2 seconds."

Chef Julian Rossi

Executive Chef, L'Auberge Moderne

★★★★★

"We operate 8 high-volume gastro pubs. Onboarding floor staff took 2 weeks of manual shadowing. The dynamic quiz generator slashed new hire time to 3 days with complete allergen verification."

Sarah Jenkins

Operations Director, Crown & Anchor Hospitality

★★★★★

"The manager verification gate is what convinced our compliance team. The AI does the heavy lifting of extracting the matrix from supplier sheets, but I have final sign-off."

Marco Alverez

Food Safety & Compliance Officer

Frequently Asked Questions

Everything you need to know about MenuOps, enterprise deployments, and compliance.

MenuOps uses multimodal Gemini 2.5 models trained on commercial kitchen taxonomy. Simply photograph or upload a PDF of your menu, handwritten prep sheets, or supplier ingredient specs. The system extracts ingredients, flags the 14 major regulatory allergens with confidence scores, and holds them in a Manager Review queue for 1-click verification before floor staff can view them.

Ready to Protect Your Diners & Empower Your Staff?

Get started today or contact our enterprise culinary team at contact@menuops.io for customized restaurant group onboarding.

MenuOps is a brand of Lineflow Technologies. Enterprise security & multi-tenant isolation guaranteed.