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MenuOpsMenuOps
Platform Capabilities & Deep Architecture

Precision Kitchen AI
Without the Hallucinations

Every feature in MenuOps is engineered for commercial food service: high-velocity service, regulatory compliance, and strict guest safety.

View Pricing & Plans →See How It Works
Multimodal Ingestion

Multimodal Gemini Ingestion

From paper menus and chef notes to verified digital assets in seconds.

Stop manually typing 200 ingredients into outdated POS screens. Upload multi-page PDF menus, tasting notes, or take a phone snap of today's blackboard specials. Our fine-tuned multimodal Gemini 2.5 pipeline extracts dish titles, culinary descriptions, wine pairings, and granular ingredients.

  • ✓Instant PDF, JPEG, and PNG parsing with OCR extraction
  • ✓Handles multi-column layouts, handwritten chef notes, and French/Italian culinary terminology
  • ✓Preserves dish station categorization (Garde Manger, Entremetier, Saucier, Pastry)
  • ✓Automated semantic chunking for sub-second pgvector retrieval
Start with this feature →Request custom demo (contact@menuops.io)
pgvector RAG Runtime

Multimodal Input

"Roasted Duck Breast with Cherry Port Reduction, Parsnip Mousseline, and Toasted Hazelnut Crumble."

Extracted Allergen Matrix

Tree Nuts (Hazelnut)Dairy (Mousseline Butter)Sulphites (Port Reduction)Gluten-Free Verified
Manager Verification State:✓ Signed off by Exec Chef

Enterprise Guarantee

Built on Rust, PostgreSQL & Sub-Second pgvector

MenuOps is developed by Lineflow Technologies under strict enterprise isolation architectures. Your restaurant data is never mixed with competitors or leased to third parties.

Argon2id Auth•UK/EU GDPR Compliant•Zero Foundation Model Leakage