Work that handles itself

What an agent actually does, how to tell whether this is about your company, and which work does and does not suit it.

10 examplesA first automation is often live within days.

Automation has a bad name in companies that have tried it before. An integration turned up that worked as long as everything went exactly by the book, and the first time a customer wrote something different in their email, it stopped. After that everyone went back to doing it by hand, because at least that is predictable.

The difference is in what decides. An integration runs a list: if this, then that. The moment reality steps out of line, there is no rule for it. An agent works the other way round. It reads what comes in, works out what it is about, and then picks which steps apply. A request in a messy email, a job sheet with a handwritten note on it, an invoice in a layout you have never seen: those are three cases an agent can make something of and a fixed script cannot.

What an agent does and does not do

It does: read what comes in, pull out what it says, update the right systems, and send a reply that fits the situation. It does not: decide for you when things get delicate. An agent should know when it does not know. In practice that is a line you draw yourself: below this amount it goes through, above it the case comes past you, with the reason it hesitated attached.

We put that same way of working at the front of your site too. A chatbot is not a separate thing standing next to your website talking. It answers from your own pages, points to where it says so, and finishes what someone came for inside the conversation: a meeting, a request, a quote. And when it does not know, it says so rather than inventing something.

Where the limit is

Not everything should be automated. Work that comes up once a quarter does not earn it back. Work that carries a judgement you cannot put into words belongs with a person. And work that is messy today only becomes faster at being messy: then the process comes first.

What does suit it has three marks. It comes back often, the outcome can be explained, and there is a system at the end that needs updating. When all three are there, the sum is usually quick to make.

How a project runs

We start at one end of one process, not at a plan for the whole company. First we watch how it goes now, with the person doing the work rather than in a meeting about it. Then the agent runs alongside for a while without sending anything: it does its job, you see what it would have done. If that is right, it goes live. What it decides can be read back afterwards, and there is an alert the moment it stops running, because an automation that quietly died is worse than no automation.

AI agents and automation

Software that handles recurring work on its own: reading messages, processing data, updating systems. And chatbots that answer visitors on your site right away.

Talk through your process

How to tell this is about you

Someone is retyping data

From email into the CRM, from a PDF into accounting. Work with no decision in it at all, just moving things across.

The inbox is the system

Enquiries, job sheets and questions all land in one pile, and whether something gets picked up depends on who happens to look.

The same question, every week

Customers ask ten questions whose answers are already somewhere on your site, and someone types the answer out again each time.

It stalls when you are busy

Exactly in the weeks when most comes in, everything slows down. You find out when a customer calls about it.

What that looks like in practice

No client names and no percentages, but the work as it actually looks in a company of ten to a hundred people. Filter by your industry or by the department where the work sits.

Enquiries from your inbox land straight in your CRM

Today: Enquiries arrive by email, through the form on your site and sometimes as a message, and someone retypes them at the end of the day.
What you get: An agent reads every message, works out who it is and what they want, creates the record and files the attachments underneath. If it is unsure which customer it belongs to, it queues the record with that question attached instead of guessing.
What it saves: Nobody retypes anything, and no enquiry sits still because it landed in the wrong inbox.
In Construction & installation: Enquiries with a spec, a drawing or three photos of the meter cupboard attached.
In Engineering & manufacturing: Enquiries with a part number or a drawing that have to reach the right estimator.
In Professional services: Enquiries that belong with the right consultant, with the actual question pulled out.
In Energy & sustainability: Enquiries with an annual bill or a roof photo attached, ready to prepare the survey.
For Sales: Sales opens a list of new records in the morning instead of an inbox.
For Finance & admin: The customer details are right from the start, so the invoice adds up later too.

Construction & installationEngineering & manufacturingProfessional servicesEnergy & sustainabilitySalesFinance & admin

Incoming invoices are read and queued up

Today: Supplier invoices arrive as PDFs and get copied into your accounting tool line by line.
What you get: The invoice is read, matched to the right supplier and the right project, and queued for approval. If the amount does not match the order, it is set aside with the reason attached.
What it saves: Your finance people still check the work, but they no longer type it, and the end-of-month pile disappears.
In Construction & installation: Merchant invoices, booked to the project the materials actually went to.
In Hospitality & catering: Invoices from the fresh produce supplier, arriving daily and carrying a different price each week.
In Retail & e-commerce: Purchase invoices matched to the delivery note and the order before they go for approval.
In Transport & logistics: Invoices from subcontractors and fuel, linked to the run they belong to.
For Finance & admin: You only look at the invoices where something is off; the rest is already queued.

Any industryFinance & admin

From job sheet to invoice line, no step in between

Today: Engineers hand in their job sheets, and then the puzzle starts: which hours, which materials, which customer, which rate.
What you get: The sheet is read as it comes in, hours and materials are booked to the right job, and the invoice lines are ready to go. If something is missing, the engineer gets the question the same day instead of three weeks later.
What it saves: There is no longer a week between the work and the invoice, and nobody has to reconstruct what was done.
In Construction & installation: Hours, materials and extra work from the sheet land on the right budget line.
In Engineering & manufacturing: Service sheets with part numbers, linked to the contract or to the warranty.
In Energy & sustainability: Installation sheets with serial numbers and meter readings that also feed the subsidy claim.
In Real estate & property: Repair sheets, booked to the building and to the right service-charge line.
For Operations & planning: A question about an unclear sheet goes straight to the engineer instead of via the planner.
For Finance & admin: Invoicing starts from lines that are already there, not from a pile of paper that still needs sorting.

Construction & installationEngineering & manufacturingEnergy & sustainabilityReal estate & propertyOperations & planningFinance & admin

A chatbot that catches the standard questions and books on the spot

Today: The same ten questions come in every week, and anyone who wants a meeting has to email and wait.
What you get: A chatbot on your site that answers from your own pages, points people to where it says so, and shows the open slots inside the conversation. When it does not know, it says so and hands the conversation over.
What it saves: Your inbox stops filling up with questions you already answered, and someone who wants to talk has a slot booked the same evening.
In Sport, fitness & wellbeing: Questions about trial classes, memberships, notice periods and whether Saturday is full.
In Hospitality & catering: Questions about groups, allergens, parking and whether there is a table free on Friday.
In Healthcare & wellbeing: Questions about waiting times, cover and what to bring to a first appointment.
In Retail & e-commerce: Questions about stock, delivery and returns, with the customer taken to the right product page.
In Education & training: Questions about admission, dates and fees, with a link to the course in question.
For Customer service: The questions you type out over and over also get answered at eleven at night.
For Marketing: You see in black and white where visitors get stuck, and that is your list of pages to fix.
For Sales: A conversation that starts at ten in the evening produces a booking, not a name you still have to call.

Any industryCustomer serviceMarketingSales

Incoming applications arrive sorted

Today: Applications land in the inbox, get read when there is time, and a good candidate hears nothing for a week.
What you get: Every application is read, summarised on the points you actually select for, and matched to the vacancy it fits. The candidate gets an acknowledgement straight away that reflects what they sent.
What it saves: You look at a shortlist instead of an inbox, and the candidate you wanted has not started somewhere else yet.
In Recruitment & staffing: Applications from three channels at once, deduplicated and matched to the right vacancy.
In Healthcare & wellbeing: Applications with the qualification, registration number and available shifts already pulled out.
In Engineering & manufacturing: Applications with the certificates and the machines someone can operate already picked out.
In Transport & logistics: Applications with the licence, driver CPC and its expiry date attached right away.
For HR: Everyone gets an answer within a day, including the candidate who does not get it.

Recruitment & staffingHealthcare & wellbeingEngineering & manufacturingTransport & logisticsHR

Onboard a new client in every system at once

Today: Every new client sends someone through five screens: the CRM, the accounting tool, the project folder, the schedule and the mailing list.
What you get: One form, or one signed quote, sets the whole thing off: records are created, the folder is waiting with the right permissions, and the welcome email goes out.
What it saves: Every client is set up the same way, and the forgotten step you normally discover at the first invoice is gone.
In Professional services: Permissions on the project folder follow the role, so an external can join without access to everything else.
In Accounting & administration: Client file, the recurring periodic tasks and the authorisations, set up in one action.
In Education & training: Enrolment, group allocation, learning materials and the invoice, all from the same registration.
In Healthcare & wellbeing: Client record, the right care agreement and access for the team that works on it.
For Operations & planning: A new colleague can do it on day one, because the order lives in the form and not in someone’s head.
For IT: Permissions follow one fixed rule, so nothing stays open when someone leaves.

Professional servicesAccounting & administrationEducation & trainingHealthcare & wellbeingOperations & planningIT

One Monday morning summary instead of six tabs

Today: To know where you stand you open the planning, the hours, the outstanding invoices and the pipeline, and add it up yourself.
What you get: An agent pulls what comes out of those systems every Monday, puts it next to last week and writes down what stands out. No dashboard to open, just a message that is waiting for you.
What it saves: You start the week knowing what is going on instead of spending half an hour clicking to find out.
In Hospitality & catering: Revenue per site, purchasing as a share of it, and the bookings for the coming weekend.
In Sport, fitness & wellbeing: New members, cancellations, how full the classes were and who has not been in for three weeks.
In Construction & installation: Where the projects stand, how much of the budget is gone and which quotes have gone quiet.
In Retail & e-commerce: What sold, what is out of stock and which orders are stuck at the supplier.
For Management: You read it on your phone before the first meeting rather than after it.

Any industryManagement

Quotes nobody forgets to follow up

Today: A quote goes out, and whether anything happens after that depends on who has time.
What you get: The quote is tracked from the moment it is sent. If it stays quiet, a follow-up goes out at the agreed moment with the right tone and the right attachment, or the salesperson gets a nudge when the deal is too big for a standard email.
What it saves: No revenue leaks away because everyone was busy, and at the end of the month you know which quotes are genuinely dead.
In Construction & installation: Quotes with a price validity on materials, which come back round before that date.
In Engineering & manufacturing: Quotes waiting on a lead time, with a message the moment it changes.
In Professional services: Proposals that have gone quiet after two weeks, with a note that refers to the content.
In Energy & sustainability: Proposals tied to a subsidy round, with that deadline watched for you.
In Retail & e-commerce: Quotes for business customers that would otherwise vanish between the daily orders.
For Sales: Follow-up happens in the week you are too busy to think about follow-up.

Construction & installationEngineering & manufacturingProfessional servicesEnergy & sustainabilityRetail & e-commerceSales

Documents that file themselves

Today: Contracts, certificates, statements and forms arrive one by one and disappear into a folder called “to sort”.
What you get: Every document is recognised, renamed to your own convention and filed in the right record, with its expiry date attached. When something is about to run out, you hear about it in time.
What it saves: Finding a document takes seconds instead of a quarter of an hour, and an expired certificate never surprises you during an audit.
In Healthcare & wellbeing: Care agreements, background checks and qualifications, with their expiry dates watched.
In Real estate & property: Tenancy agreements, inspection reports and maintenance contracts, per building and per unit.
In Accounting & administration: Annual accounts, authorisations and bank statements, in the file for the right year.
In Education & training: Certificates, statements and agreements, linked to the student and the course.
For Finance & admin: Someone covering finds the same thing as the person who filed it.
For Operations & planning: The inspections and certificates that expire sit on one list, by date.

Healthcare & wellbeingReal estate & propertyAccounting & administrationEducation & trainingFinance & adminOperations & planning

Reminders and no-shows that handle themselves

Today: Appointments, classes and bookings are confirmed by hand, and you find out about a no-show as it happens.
What you get: Everyone gets a reminder at the right moment that matches what they booked, with the option to move it themselves. A cancellation frees the slot for the next person on the waiting list.
What it saves: Fewer empty slots, and nobody has to chase someone afterwards who simply did not turn up.
In Sport, fitness & wellbeing: Class reminders tied to the waiting list, so a cancellation is filled straight away.
In Healthcare & wellbeing: Appointment reminders with what to bring, and a flag on people who miss more often.
In Hospitality & catering: Booking confirmations with the party size, and a message on the day itself.
For Customer service: Confirming no longer costs a round of calls; you only see the cancellations come past.
For Operations & planning: You know how full the day is in the morning, not when the door opens.

Sport, fitness & wellbeingHealthcare & wellbeingHospitality & cateringCustomer serviceOperations & planning

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