What the route looks like for a group where a site manager has started answering allergen questions with a free tool, and head office wants it stopped without losing what the tool was good for. Then twenty-one places the work could change once the rules exist.
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A site manager answers an allergen question with a chatbot
Six steps, from the first question to AI in daily use and kept running.
A site manager has found a faster way to answer the allergen questions that arrive by message before every weekend. The answers are quick, polite and in the group's voice, and head office only finds out when one of them is wrong about a sauce that changed last month. The operations director asks the question that matters: where did the tool get the old recipe, and what else has it been given?
That is the moment the route is built for, with one site ahead of the policy and the next inspection a quarter away. What follows is what happens next for a group with several sites and their managers, a head office covering operations, marketing and finance, an executive chef whose specs live in their head, a front of house that turns over every year, delivery platforms and a booking system that must not be touched during service, and Microsoft 365 or Google Workspace underneath the office end of it. These examples are invented, and the findings are the ones we would expect in a group like yours.
Govern
The snapshot finds the chatbot, and three more like it.
The readiness snapshot finds personal accounts on free tiers at four sites and in the marketing team, most used for review replies and social posts, and one site manager pasting the allergen matrix in to answer guest questions faster. None of it is misconduct. The half-day workshop with the group leadership produces the policy, the register of approved tools and the one-sentence rule that nothing touches service.
You hold: A site-by-site picture of what is in use, a policy whose first line is about allergens and service, and a register to show the next landlord, franchisor or insurer that asks.
Stays human: Whether site managers may use any AI tool at all before their sites are connected. Your leadership decides that in the room, and the policy says what was decided.
Adopt
Head office goes first, with the chef's voice in it.
The operations director, the executive chef and the marketing lead connect to your Microsoft 365 or Google Workspace under a signed waiver that names them and caps the team. A company voice skill is built from how the group talks about food and to guests, so a first draft of a special or a review reply sounds like the group and never like a template. The sites are deliberately outside this cohort.
You hold: A connection for those three at head office, the group voice skill and the result of a test on a set of your specials descriptions and one of your review replies.
Stays human: Every ingredient claim and every reply to a complaint about illness. The skill carries the voice, and the chef and the manager carry the facts.
The review
No site is connected until the till logins are named and leavers are gone.
The site managers want in, because reviews and bookings are where the repeated writing is. Turnover is what makes that unsafe. The review checks what site accounts can already open, and finds shared till logins, leavers whose group email still works and a folder of team records open to every site.
You hold: Named logins, a locked team folder, joiner and leaver handling automated across the sites, and only then a cohort of site managers.
Stays human: Which sites go first and on what terms. The waiver the group leadership signed covers head office, and a site cohort gets its own.
Discover
Specials descriptions rank first and delivery reconciliation goes back.
Workshops with the chef, two site managers and the finance team produce a ranked list. Menu and specials descriptions across every channel rank top, because the before is measurable and the chef reads every one. Review replies in the group's voice rank second, because head office already drafts them. Reconciling the delivery platforms is sent back, because the exports and a rule do that.
You hold: The ranked list, with delivery reconciliation marked as sent back and the matching rule that replaces it named.
Stays human: What the group builds first. It is scored against the season, with any opening in it, and the operations director agrees it before anything is built.
Make and Test
Two skills, tested by the chef and on a month of guest reviews.
The menu skill is built from the chef's own notes and the group's best descriptions, the review skill from the replies head office is proud of, both in the tools your people already open. Test is us running a full seasonal menu and a month of guest reviews through the skills and setting the output against what the group would have sent, with the executive chef and the operations director seeing the result. If either skill does not do the job, it goes back to Make.
You hold: The menu skill and the review skill, each with the result of a test on your own work, and no figure from us about review scores or covers.
Stays human: Every allergen line, which never comes from a description, and every word to a guest who was ill.
Trackside
New tools at the sites are noticed before an inspector or a guest notices them.
We keep the connection and the two skills working, watch for new unapproved tools on the domain, keep the policy current as tools change, and feed the descriptions the chef rewrote back into the skill. Head office joins the monthly shared session, and the site managers join once their cohort is live.
You hold: A service with a named person watching for drift across every site, so a new chatbot at a site shows up on the register before it shows up in an allergen answer.
Stays human: Everything during service. The till, the kitchen screen, the booking platform and the payment network stay exactly as they are, and the policy says so in its first rule.
Pick the part of your restaurant group you are thinking about
Twenty-one pieces of a group's week across guests, menus, sites, people, marketing, finance and compliance, each with what changes and what stays with the site manager or the chef. Allergens, food safety records and pay appear once each and are marked never.
Part of the business
Verdict
21 candidates, across 7 parts of the business.
Guests, bookings and reviews
Replying to reviews after a bad service
AI candidate
A first draft for each review that refers to what the guest said and to that site, in the group's tone, for the manager to make their own before sending.
How it works today, and what stays human
The work today
A site manager answers the week's reviews on a Monday morning, after the weekend that produced them, in whatever mood the weekend left.
Stays human
Every reply to a complaint about illness, an allergen or a member of the team by name. A person writes those, and head office sees them first.
In place first
A head office cohort. Site managers come later, once joiner and leaver handling is automated across the estate.
Answering booking requests that the platform cannot
AI candidate
A reply drafted from that site's published information and your private dining terms, for the manager to send.
How it works today, and what stays human
The work today
Large party bookings, private dining, dietary requests and "can we bring a cake" arrive by email and social message and wait for someone between services.
Stays human
Any request that touches an allergy or a dietary condition. The draft tells the guest that a member of the team will confirm it.
Allergen questions from guests
Stays with a person
Nothing. An allergen answer comes from the allergen matrix and a trained person, and never from a tool that might have read last month's menu.
How it works today, and what stays human
The work today
A guest asks whether a dish is safe for them, by message before a visit or across the pass during service.
Stays human
All of it stays with a trained person, every time, and the policy says so in its first rule.
Menus and the kitchen
Describing the specials and the seasonal menu
AI candidate
One set of descriptions in the group's voice from the chef's own notes, in every length the channels need, for the chef and the marketing lead to approve.
How it works today, and what stays human
The work today
The chef writes the dish name and the main components on a whiteboard, and someone turns that into slightly different copy for the menu, the website and the delivery platform listings.
Stays human
Every ingredient claim, and the allergen line, which comes from the matrix and never from the description.
In place first
A company voice guide, which Adopt builds, and a decision on who signs off menu copy at group level.
Spec sheets and recipe cards from the chef's head
AI candidate
A draft spec card for each dish from an interview and the kitchen's existing notes, for the chef to correct and the sites to cook from.
How it works today, and what stays human
The work today
The executive chef knows the spec for every dish and the sites cook it from memory and from photographs on a phone.
Stays human
The spec itself and every weight, temperature and allergen on it. A wrong card is a food safety matter.
In place first
Almost nothing, because what goes in is how a dish is made and never a guest or a member of the team. Usually the safest first candidate in a restaurant group.
Keeping the allergen matrix current
Stays with a person
a controlled document with an owner
Nothing that involves AI. The matrix is a controlled document with a named owner, updated when a spec changes and signed each time.
How it works today, and what stays human
The work today
The matrix is a spreadsheet updated by hand between services, and the specials rarely make it on.
Stays human
All of it.
Sites and openings
The opening checklist for a new site
AI candidate
A checklist built from the last three openings' documents and the snagging lists that followed them, as a sequence an opening manager can run, for the operations director to approve.
How it works today, and what stays human
The work today
Each opening is run from the last opening's checklist, found on someone's laptop, with the lessons from the last opening in someone else's head.
Stays human
The dates, the budget and every decision about what the site needs.
What the site logs are telling head office
AI candidate
A weekly summary for the operations director across sites with the repeats and the costs flagged.
How it works today, and what stays human
The work today
Each site keeps a maintenance log, an incident book and a wastage sheet, and head office rarely has time to read them until a fridge fails for the third time.
Stays human
Every decision about a repair, a closure or a supplier.
Stock counts and ordering
Plain workflow wins
Nothing that needs AI. Stock and ordering systems already do this from par levels and sales data, and the group's job is to use the one it has.
How it works today, and what stays human
The work today
Counted on paper or on a tablet, then ordered from the supplier portal by the manager at the end of a shift.
Stays human
The count and the order.
Shifts, people and training
Writing the shift schedule
Plain workflow wins
Nothing a general AI tool would improve. Scheduling software builds shift schedules from rules, availability and the sales forecast, and a model would do the same thing less reliably.
How it works today, and what stays human
The work today
Written by the site manager each week around availability, the forecast and who is on leave.
Stays human
The decisions about people, and the conversation when the schedule disappoints someone.
Joiners and leavers across the sites
Plain workflow wins
One starter form that creates all four with a start date, and one leaving date that removes all four the same day. Process automation with no AI in it, and in a sector with this much turnover it is what makes the permissions review pass.
How it works today, and what stays human
The work today
A new team member gets a till login, a scheduling account, a training record and a group email by hand on their first shift, and a leaver's till login stays live for weeks.
Stays human
The hiring decision and the leaving date.
Induction that survives the first shift
AI candidate
The trainer's notes and the group's standards turned into a short guide a new starter keeps on their phone, with check questions, for the trainer to edit.
How it works today, and what stays human
The work today
Induction happens on the floor between covers and nothing written survives it, so the same questions come back on shift three.
Stays human
Anything about food safety, licensing or handling a difficult guest, which a person teaches and a person checks.
Tips, hours and pay
Stays with a person
Nothing. Anything about an individual's pay, hours or tips stays with a person and the payroll system permanently.
How it works today, and what stays human
The work today
Pooled tips, hours and pay, under the rules that govern them.
Stays human
All of it.
Marketing and local campaigns
Local campaigns for each site
AI candidate
One campaign turned into a version for each site from that site's calendar, local area and menu, for the marketing lead to approve before anything goes out.
How it works today, and what stays human
The work today
Head office writes one campaign and each site runs it unchanged, or a site manager finds the time to write their own after close.
Stays human
What is offered, the price and the decision to run it at that site.
Social posts from the kitchen
AI candidate
A chef's photographs and a line of notes turned into a week of posts in the group's voice, for the marketing lead to pick from.
How it works today, and what stays human
The work today
The best content in the group is what the chefs are doing, and it never gets posted because nobody has time to write it up.
Stays human
The choice, and anything that shows a guest or a member of the team.
The guest newsletter
AI candidate
A first draft from the month's specials, events and site news, in the group's voice, for the marketing lead to shape.
How it works today, and what stays human
The work today
Written at the end of the month by whoever is nearest the marketing inbox, from what they can remember happening.
Stays human
Which site leads and which offer runs. A newsletter is a promise to a guest.
Finance and suppliers
Reconciling the delivery platforms
Plain workflow wins
Nothing that needs AI. Each platform exports, the till exports and a rule matches them and lists the differences.
How it works today, and what stays human
The work today
Each delivery platform's statement gets compared to the till by hand, when there is time, and the commission errors go unclaimed.
Stays human
The dispute with the platform.
Matching supplier invoices to what was delivered
AI candidate
Invoice lines compared to the delivery notes and the agreed price list, with the differences surfaced for the finance team to query.
How it works today, and what stays human
The work today
Invoices get coded and paid, and the short deliveries and price rises get noticed later or never.
Stays human
The query, the dispute and the payment.
The weekly commentary on each site's numbers
AI candidate
A first draft of the commentary against the numbers you supply, by site, in the format the operations meeting already reads.
How it works today, and what stays human
The work today
Someone at head office explains each site's sales, wage and margin lines from scratch every Monday.
Stays human
Every number and every explanation of why it moved.
Food safety and compliance
Food safety records and temperature logs
Stays with a person
Nothing. These are statutory records, and no AI tool touches them on any account for any reason.
How it works today, and what stays human
The work today
Kept daily at every site under the food safety management system and inspected.
Stays human
All of it stays with a person permanently.
Answering a landlord's, franchisor's or insurer's assurance questions
AI candidate
Draft answers from the group's written standards and positions, with every question that has no written answer flagged for the finance director.
How it works today, and what stays human
The work today
The questionnaire on data, payment handling and now AI lands on the finance director the week the renewal is due.
Stays human
The finance director reads every answer before it goes, because a franchise or lease makes the answers a contractual statement.
In place first
Written positions on payment handling, food safety and AI. The first two the group already has in some form; Govern produces the third.
Nothing on this page matches both of those. Try another part of the business or another verdict, or tell us what you had in mind.
The hard rule
Nothing touches service, and no allergen answer comes from a tool
Two rules, each one sentence long, and both in the policy before anything is connected. Nothing on this page runs during service or on the systems that run it: the till, the kitchen screen, the booking platform and the payment network are out of scope for every candidate, and the AI work lives in head office and the back office. And an allergen answer comes from the matrix and a trained person, never from a tool that might have read last month's menu.
The permissions review is where the rules get tested. A group that turns over its front of house every year usually has shared till logins, leavers whose group email still works and team folders open to every site, and that is true whether or not anyone connects a tool. Connecting one would turn a dormant permission into a live one, which is why head office goes first and joiner and leaver handling gets automated before any site is connected.
Proof
What we can stand behind today
Independent since 1999, audited to ISO 27001 and ISO 9001, and already supporting teams like yours.
Restaurant and bar groups are part of the managed IT base, and a till that stops on a Saturday night is a call we have answered for longer than most of the AI tools on the market have existed.
The process behind it is the same ISO 27001 and ISO 9001 audited one that has run every client engagement since 1999.
No restaurant group is named here, because none has yet given permission to be. Proof carries the full position.
Thirty minutes with the person who has to answer for it. We will tell you where a group like yours would start, which of the candidates above are worth doing first and which we would send back.
We already hold your tenancy and we know your sites, so the readiness snapshot that opens the route is a short piece of work rather than a project. Ask your account manager for it.
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