Note
Dignity first
The whole point is that nobody else notices. A highlighted screen at the table would fail this.
← Work
Concept image. A menu that adapts to the person, not the other way round. Talk to Quinn Labs
Research project — The Guest Understanding Platform
Every guest deserves a menu that understands them.
Project Lumen explores how restaurants and hotels can quietly personalise dining experiences while reducing confusion, improving accessibility and supporting staff.
The guest understanding platform.
ResearchPositioning
Lumen helps hospitality understand every guest before the first order is placed. Food becomes personalised. Hospitality becomes calmer.
What if hospitality understood the guest before the first order was placed?
This is not another digital menu. Digital allergen menus, QR menus and filtering already exist. The unsolved problem is understanding: knowing what a guest needs — allergy, lifestyle, accessibility, family, wellness, language — and quietly shaping the room, the kitchen and the service around it.
The guest journey
- 01
Guest sits down
- 02
Scans QR / NFC / table
- 03
Chooses profile
- 04
Lumen adapts
- 05
Kitchen informed
- 06
Confident ordering
- 07
Better hospitality
Guest profiles
Allergens are one profile among many.
Allergy
Unsafe dishes hidden, not footnoted.
PeanutDairyShellfishSesame
Intolerance
Alternatives explained, not refused.
LactoseGlutenFODMAP
Lifestyle
Belief and choice treated equally.
VegetarianVeganHalalKosherPlant-based
Accessibility
Support without announcement.
Large textHigh contrastVoiceSimple languageColour blindness
Family
One table, several versions.
Children's modeFamily sharingPortion guidance
Wellness
Guidance, never scoring.
Lower saltHigher proteinLower sugarHigh fibreAthlete mode
Preferences
The small things staff remember.
Mild spiceExtra spicyAvoid mushroomsNo coriander
Demonstration
Three tables. One menu. Three experiences.
Lactose intolerant. Late dinner. Hotel restaurant.
At the table
- Solo guestLate service · Quiet table
This table can safely enjoy 6 dishes.
2 adapted · 2 hidden
- SafeCharred flatbread, hummus, za'atar
- SafeRoast chicken, thyme jus
- SafeSatay skewers, peanut sauce
- SafeMiso aubergine, sesame rice
- SafeLentil dhal, coconut, coriander
- SafeSteamed rice bowl, seasonal greens
- AdaptPan-seared sea bass, brown butterButter can be replaced with olive oil.
- AdaptButtermilk pancakesOat-milk version available.
Dairy dishes hidden or shown with a stated substitution. Order placed without a single question to the floor.
Lumen intelligence
This guest can safely enjoy 27 dishes.
- Confidence instead of icons
- Alternatives where a dish is unsafe
- Chef recommendations within the safe set
- Preparation notes passed to the pass
Staff experience
Table 8
- One dairy allergy
- One gluten intolerance
- Two vegan diners
- No peanuts
Kitchen can prepare safely. Simple. Professional.
Guest Understanding
No personal health information is displayed. Patterns only.
Most requested allergens
Dairy, gluten, peanut
Most requested modifications
Sauce separate
Common substitutions
Oat milk, GF bread
Popular dishes
Sea bass, flatbread
Accessibility usage
9% of covers
Language usage
6 languages nightly
Ask Before You Order
Not a chatbot. One button, a short list of real questions.
Can this be made dairy free?Is the sauce separate?Can I remove the nuts?Is this suitable for children?
The restaurant answers once. Where appropriate, that answer becomes available to future guests.
Accessibility
Accessibility should be invisible, never separate.
Voice menus
Screen readers
Dyslexia-friendly typesetting
Large text
Colour blindness
Simple English
Multi-language
Older guests
Hospital patients
Sustainability
Shown quietly, only when relevant.
SeasonalLocalFood milesCarbon estimateWaste reduction
Research questions
Can menus reduce staff interruptions?
Can guests order with greater confidence?
Can restaurants become more inclusive?
Can accessibility become invisible?
Can food quietly explain itself?
Research areas
Guest Understanding
Knowing what a table needs before service begins.
Accessible Dining
Voice, visual and simplified experiences that never single anyone out.
Food Transparency
Ingredients explained in plain English.
Calmer Service
Fewer repeated questions, clearer tickets, safer preparation.
Kitchen Intelligence
Accurate information held across changing menus and shifts.
Future Hospitality
How hotel and restaurant dining evolves over the next decade.
Future research
Can menus adapt to…
Time of dayWeatherHotel guest profileConference delegatesSports teamsChildrenMedical dietsCultural preferences
Enterprise
Lumen Platform. Built to connect, not to replace.
Hotel PMS
POS
Ordering systems
Kitchen display systems
Digital signage
Tablets
Room service
Restaurant websites
Research status
Research Exploration
Can hospitality understand every guest before the first order is placed?
Future possibilities
Exploratory ideas, not claims about existing capabilities.
NFC-enabled tablesVoice-assisted diningPlain-language ingredient explanationsLive provenanceSustainability contextKitchen-side updatesPersonal dietary profiles (privacy-first)
Quinn Labs doesn't build products because technology exists.
We explore difficult questions.
Sometimes the answer becomes a company.
Sometimes it changes an industry.
Every project begins with one question.
What if?
Research question
“Can hospitality understand every guest before the first order is placed?”
Why this matters
Dietary needs, accessibility and language are awkward conversations repeated at every meal, in front of everyone at the table.
Current progress
Research — concept experience only, nothing served to a real table.
Workflow
Research
Dietary information is an awkward conversation, repeated every single meal.
How it could work
Problem
Every individual adapts to the menu. The menu never adapts to them.
Current world
Small print, allergen folders, and a question asked in front of everyone at the table.
Quinn Labs idea
A menu that highlights what works and fades what doesn't, personally and without announcement.
Potential future
Kitchens that see demand patterns and cook less of what nobody can eat.
Guest states needs onceMenu adaptsSafe dishes highlightedKitchen sees the requirementNothing is announced to the table
Research board
Reading
Allergen regulation
Natasha's Law changed labelling. It didn't change the conversation at the table.
Open questions
Liability
Who is responsible if an adapted menu is wrong? Until that is clear, it stays research.
Future possibilities
Research directions only. None of these exist, and some never will.
NFC table menusKitchen-side requirement viewAR menu overlaysCross-venue preference memory
Questions we're asking
- Can dietary needs be stated once?
- Can a menu adapt without announcing it?
- Can kitchens see requirements sooner?
Potential collaborators
RestaurantsHospitality groupsDietitiansAllergen safety researchers
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