Reinventing the
Kitchen Information Flow
Eliminating the chaos of outdated paper menus, scattered binders, and tragic allergen miscommunications with enterprise AI built for the pass.
Why We Built MenuOps
Every day, millions of restaurant meals are prepared under extreme operational pressure. While POS systems modernized payments and inventory software digitized supply chains, the most critical node in the restaurant — what is actually inside the dish and whether it will harm a diner — remained trapped in grease-stained paper binders, chaotic pre-shifts, and oral hearsay.
When seasonal dishes change or a line cook substitutes an ingredient mid-service, floor staff are often the last to know. MenuOps was founded to solve this single point of failure by bridging kitchen knowledge with front-of-house service in real time.
Safety Above Speed
Zero hallucination tolerance. If a recipe component is unverified or ambiguous, the system explicitly alerts staff rather than guessing.
Chef & GM in Command
AI accelerates extraction, but human culinary leadership holds absolute sign-off authority through the Manager Verification Gate.
Sub-Second Floor Speed
Floor servers need answers in seconds, not minutes. Our pgvector retrieval pipeline delivers answers in under 150ms.
The Engineering Stack
Lineflow Technologies built MenuOps from the ground up for sub-millisecond reliability:
Rust & Tokio
High-concurrency, memory-safe backend engine
SolidJS Start
Fine-grained reactive front-end with zero virtual DOM overhead
PostgreSQL + pgvector
Tenant-isolated vector similarity search with HNSW indexes
Gemini 2.5 Multimodal
Fine-tuned vision & culinary extraction pipeline
Lineflow Technologies
Lineflow Technologies develops mission-critical workflow intelligence platforms for high-velocity industries. MenuOps represents our flagship hospitality safety suite.