By industry
What an AI agent can actually do in your business.
Every business — and every person — is different, so every agent is built around the workflows that actually eat your time. Here's a flavour of what that looks like across the industries we work in most, plus what it looks like for a single individual. Not sure where you fit? Book an AI Opportunity Audit and we'll map it with you.
Industry
Hospitality & Food Service
What it gets off your plate
- You stop being the one who gets the "can't work Sunday" text — the agent sorts cover with the team and only escalates if it truly can't be filled.
- No more chasing your own staff for availability every week.
- You're not fielding reservation and hours questions on your day off.
- Supplier follow-ups happen without you having to remember to do them.
- You get a short daily or weekly summary instead of a stream of small interruptions.
- Stock issues get flagged before they become a Saturday-night crisis.
- Social posts and specials go out without you sitting down to write them.
- Staff incidents and feedback are logged and summarised, not scattered across texts.
- You can take a real day off without the business quietly stalling.
- You see the pattern (which shifts are hardest to cover, which suppliers are slow) instead of just the fires.
What the agent actually does
- Takes a shift-change request over WhatsApp — "can't work Sunday the 8th" — and finds and confirms cover from the rest of the team automatically.
- Updates the schedule once cover is confirmed and only pings the owner if nobody can fill the gap.
- Answers reservation questions and confirms bookings around the clock.
- Chases suppliers on delayed deliveries before they become a problem.
- Handles routine shift-swap requests between staff without a manager in the loop.
- Answers common customer questions — opening hours, menu items, allergens, parking.
- Flags low-stock ingredients based on upcoming bookings or order patterns.
- Drafts and schedules social posts for daily specials or events.
- Logs and summarises staff feedback or incident reports for the manager.
- Sends shift reminders and collects availability for the week ahead.
- Answers "can I bring my dog / is there parking / do you do groups of 12" style questions instantly.
Industry
E-commerce & Retail
What it gets off your plate
- Order-status and returns questions stop reaching you directly — the agent handles the routine ones and flags only what needs your judgement.
- You're not the one chasing suppliers on delayed stock.
- Product listings get a first draft written for you, not a blank page.
- Review responses are drafted and waiting for a quick yes, not a task you have to start from scratch.
- You get a daily sales summary and an alert on anything unusual, instead of checking dashboards yourself.
- Reorder points are flagged before you run out, not after.
- FAQ and policy pages stay current without you remembering to update them.
- Abandoned carts get a helpful nudge automatically, without you building a campaign.
- You spend less time in customer-service back-and-forth and more time on the business itself.
- You can step away from the business for a stretch without the inbox piling up.
What the agent actually does
- Answers order-status and shipping questions instantly, day or night.
- Handles routine returns and refund requests within set rules.
- Flags customers who need a human to step in.
- Drafts product listings and descriptions from a photo and a few bullet points.
- Chases suppliers on delayed orders before the customer notices.
- Monitors stock levels and flags reorder points automatically.
- Answers pre-purchase questions about sizing, materials, or compatibility.
- Drafts responses to reviews, good and bad, for a human to approve.
- Summarises daily sales and flags unusual patterns or spikes.
- Keeps FAQ and policy pages up to date as things change.
- Follows up on abandoned carts with a helpful nudge, not a generic blast.
Industry
Travel & Tourism
What it gets off your plate
- You're not drafting every itinerary from scratch — the agent gives you a strong first pass to refine.
- Routine booking questions get answered overnight, so you're not doing it first thing in the morning.
- Payment and document deadlines get tracked and chased for you.
- Quotes and confirmations keep moving even when you're with a client or off the clock.
- Visa and entry-requirement changes are flagged before they become a client's problem — and yours.
- You get client preferences summarised, so repeat bookings don't start from zero.
- Simple date changes and rebookings are handled without needing you.
- Supplier rates and contacts stay organised without a separate admin task.
- You spend your time on the trips that need your expertise, not the ones that don't.
- You can take on more clients without your own hours expanding to match.
What the agent actually does
- Drafts full itineraries from a client's preferences, dates, and budget.
- Answers routine booking questions around the clock.
- Keeps correspondence moving on quotes and confirmations while the team sleeps.
- Checks availability and pricing across suppliers before a human finalises a quote.
- Sends automatic reminders for payment deadlines and document requirements.
- Drafts destination guides or day-by-day plans from past trips as a starting point.
- Flags visa, insurance, or entry-requirement changes relevant to a booking.
- Summarises client preferences from past trips to personalise the next one.
- Handles simple rebooking or date-change requests directly.
- Keeps a running log of supplier contacts and negotiated rates up to date.
Industry
Creative & Media
What it gets off your plate
- You're not the one chasing approvals — the agent follows up so work doesn't stall on someone else's desk.
- Assets and footage arrive already organised and tagged, not dumped in a folder for you to sort.
- Feedback rounds are logged clearly, so you're not reconstructing "what did the client actually ask for."
- You get a first-pass edit or draft to react to, instead of starting from a blank timeline.
- Captions and social copy are drafted from the finished work, not another task on your list.
- Deadline slippage gets flagged early, before it becomes your problem the night before delivery.
- Client calls get turned into a clear action list automatically.
- Licensing and usage-rights questions are summarised before they become a liability you catch too late.
- You spend more time creating and less time coordinating.
- You can run more projects at once without your evenings disappearing into admin.
What the agent actually does
- Chases approvals on drafts, cuts, or assets so nothing stalls in someone's inbox.
- Organises and tags raw footage, images, or files as they come in.
- Logs feedback rounds and keeps a clear version history of changes requested.
- Turns raw footage or drafts into first-pass edits ready for a human polish.
- Drafts captions, alt text, and social copy from finished assets.
- Tracks deadlines across a shoot or campaign and flags slippage early.
- Summarises client feedback calls into a clear action list.
- Keeps a shared asset library organised and searchable.
- Drafts usage-rights and licensing summaries for stock or licensed material.
- Prepares rough scheduling for shoots based on availability and locations.
Industry
Publishing & Content
What it gets off your plate
- The site keeps itself current without you sitting down each week to update it.
- Reference sourcing and cross-linking happen automatically, not as a task you keep postponing.
- Broken links and outdated pages get flagged before a reader finds them first.
- You get a plain summary of what's driving traffic and sign-ups, not a dashboard you have to interpret.
- Email follow-ups for new subscribers go out without you writing them each time.
- Reader feedback is summarised into themes, not a pile of individual comments to read.
- Evergreen content gets resurfaced on its own, so old work keeps earning its place.
- Scheduling and formatting posts is handled, not something squeezed in between everything else.
- You spend your time writing and thinking, not maintaining.
- The upkeep that used to eat an evening a week simply doesn't land on you anymore.
What the agent actually does
- Sources copyright-free reference material for new pieces.
- Cross-links new content to a curated library of past work automatically.
- Keeps a content site fresh with SEO-aware updates on a regular schedule.
- Drafts first-pass outlines or summaries from source material.
- Flags broken links, outdated references, or thin pages for review.
- Monitors which pages are driving traffic or email sign-ups.
- Drafts email capture follow-ups for new subscribers.
- Summarises reader comments or feedback into themes worth acting on.
- Suggests related or evergreen content to resurface on the site.
- Formats and schedules posts across the site and social channels.
Industry
Regulated & High-Security Sectors
What it gets off your plate
- You get the time savings of an AI agent without personally underwriting the compliance risk — it runs on private infrastructure with strict access controls.
- Every action is logged, so if you're ever asked "what happened and who approved it," the answer already exists.
- Routine policy or compliance questions are answered from an approved source only — not improvised.
- Anything outside its permitted scope comes to you, not answered on the agent's own judgement.
- Long regulatory or contractual documents arrive as a plain-English brief, not 40 pages you have to read yourself.
- Compliance deadlines and renewals are tracked so they don't land on you as a surprise.
- Routine information requests get a drafted response ready for your sign-off, not a blank page.
- Policy changes and approvals stay version-controlled, so you're never guessing what was agreed and when.
- You know exactly who the agent shared what with, at all times.
- You adopt AI without it becoming the thing your compliance officer loses sleep over.
What the agent actually does
- Runs entirely on private infrastructure with strict access controls, so data never leaves your environment.
- Keeps a full audit trail of every action the agent takes.
- Answers routine policy or compliance questions from an approved internal knowledge base only.
- Flags requests that fall outside its permitted scope for human review.
- Summarises long regulatory or contractual documents into plain-English briefs.
- Tracks upcoming compliance deadlines and renewal dates.
- Drafts first-pass responses to routine information requests for a human to approve.
- Maintains version-controlled records of policy changes and who approved them.
- Restricts and logs exactly who the agent shared what information with.
- Operates under the same security and compliance sign-off as the rest of your systems.
For individuals
For you
Personal Virtual Assistant
What it gets off your plate
- Your calendar gets managed, rescheduled, and de-clashed without you touching it.
- Your inbox gets triaged, with replies drafted for the ones that need a response from you.
- Reminders happen before things slip, not after you've already missed them.
- Appointments, restaurants, and travel get booked on your behalf, not added to your to-do list.
- Bills and subscriptions are tracked, so nothing renews or overcharges without you knowing.
- Purchase research is done for you — you get a shortlist, not a dozen open tabs.
- Messages get drafted in your own tone, ready for a quick read and send.
- Household admin — renewals, confirmations, forms — gets handled without you remembering to do it.
- Everyday questions get answered on WhatsApp or Telegram at any hour, like a concierge who's always on.
- Long documents and contracts get summarised, so you only spend time on what actually matters.
What the agent actually does
- Manages your calendar — booking, rescheduling, and resolving clashes without you touching it.
- Reads and triages your inbox, drafting replies for the ones that need a response.
- Keeps a running to-do list and reminds you before things slip.
- Books appointments, restaurants, or travel by messaging providers directly on your behalf.
- Tracks bills and subscriptions and flags anything about to renew or overcharge you.
- Researches purchases — comparing prices, reviews, and options — and gives you a shortlist.
- Drafts messages or emails for you to approve, in your own tone of voice.
- Keeps a shared family or household calendar in sync across everyone.
- Handles routine admin — insurance renewals, appointment confirmations, form filling.
- Answers everyday questions on WhatsApp or Telegram, day or night, like a personal concierge.
- Summarises long documents, contracts, or emails so you only read what matters.
Don't see your exact setup?
These are just examples. Every agent we build starts from your real workflows — the specific things that eat your time. The first step is always an AI Opportunity Audit: we map where AI is genuinely worth it, before you commit to building anything.
