← Home
A Field Guide

What AI can automate

Every business has work that eats hours and adds nothing. Repetitive typing. Copy-pasting between tools. Answering the same question for the hundredth time. Below are the problems we hear most — and what AI can do about each one, right now.

01

Communication & Correspondence

The messages that arrive every day, and the hours spent answering them.

01 / 03

Your inbox is full of the same questions.

Quote requests missing half the details. Status checks. "Where's my shipment." Prospective clients asking about timelines. AI can read each message, figure out what it's for, and draft the reply straight from your docs, rate sheets, and knowledge base. Freight request comes in without dimensions? It writes back asking for exactly what's missing. Employees ask about a policy? It answers from your PDFs. It sorts and routes the rest so nothing sits unread — you just approve and send.

02 / 03

The document's fine, but it's written for the wrong reader.

Too technical, wrong tone, or you need the same content in three versions for three audiences. AI can take what you've got and produce clean variants — plain-language for customers, detailed for the experts, reworked for audiences of different backgrounds. Same message, right reader, every time.

03 / 03

Your clients don't all speak English, and neither does your paperwork.

AI handles translation better than the old tools ever did — drafting your outgoing emails in English and your client's language, or auto-translating the messages that come in from overseas. It can also reshape communication for accessibility: cleaner phrasing for dyslexic readers, transcripts, audio versions. Everyone gets reached without your team doing it by hand.

02

Content & Document Generation

The paperwork built from scratch every time it's needed.

01 / 03

You're staring at a blank page, again.

Job descriptions, intake forms, onboarding packets, quotes, proposals — all built from scratch every time. AI can generate them from your template and a short brief (you can simply speak to the AI), so the complex ones (a job description with a dozen role variants, say) drop from a half-day job to a two-minute one.

02 / 03

The same report, every week, by hand.

And the information for it is scattered across email, a Teams thread, and three documents. AI can pull it all into one clear summary — recurring billing reports, quote generation, a digest of a long leadership thread. It works especially well inside Microsoft 365 or Google Workspace, where the data already lives together.

03 / 03

Someone's re-typing invoices into your system.

Reading receipts, forms, and invoices and keying the numbers in one by one — slow, and exactly where errors creep in. AI can pull data straight out of those unstructured documents and drop it into your database or system of record, clean and structured, no re-keying.

03

Knowledge & Search

The answers that exist somewhere — if anyone could find them.

01 / 02

Nobody can find anything.

An organisation has hundreds of policy documents. A carrier has years of SOPs and rate agreements. It's all in there somewhere. AI can turn that pile into a search engine that finds the right document and points to the exact answer — instead of someone scrolling a shared drive for twenty minutes.

02 / 02

Your team keeps asking the same routine questions.

Leave, benefits, password resets, "how do we handle a customs hold." AI can answer them on demand — not just finding the doc, but giving the answer. The one rule: it's only as good as the documents behind it, so the knowledge base has to stay clean and current, which AI can help with too.

04

Evaluation & Compliance

The checking, comparing, and cross-referencing that fills whole afternoons.

01 / 03

You're checking submissions against the same criteria over and over.

A grant application against program guidelines. Résumés against a job spec. A logistics order against your quoting checklist before anyone builds the quote. AI can do the first pass and hand you a report of what's good, what's missing, and what needs a human's eyes.

02 / 03

Your policies quietly contradict each other.

An HR policy and a tuition-fee policy drift apart because one got updated and the other didn't. Same risk with SOPs across a growing ops team. AI can check each new document against the existing ones before it's adopted, so conflicts surface early instead of in an audit.

03 / 03

RFPs are eating your time — on both sides.

Buying software? AI can compare multiple vendor proposals against your requirements, budget, and needs. Selling? It can generate proposals tailored to each client instead of a generic template. A one-off is fine to do by hand — but if it's every month, AI can run the whole loop, with a human fact-checking before anything goes out.

05

Process Automation

The workflows that run on habit, memory, and too many emails.

01 / 03

Your records don't line up.

Pay rates, job evaluations, role descriptions — all varying across teams, employee groups, and org bodies, which makes them a nightmare to compare when policies change or someone moves between groups. AI can standardize the formats so comparison is simple. It can do the same for tribal knowledge: the shorthand docs only your veterans can decode, expanded into something a new hire can actually use.

02 / 03

Scheduling one meeting takes ten emails.

AI tools that plug into Microsoft 365 and Google Workspace can find a real slot on a packed leadership calendar, pull context from your chats and emails to help you prep beforehand, then write the minutes and extract the action items after. Half the friction, gone.

03 / 03

Onboarding is the same orientation, over and over.

With flows like Power Automate, AI can run the whole process end to end — new hires get a chatbot that walks them through every step, answers "where do I find this," and handles the FAQs, so your managers spend their time on real training instead.

— One honest note

A lot of this doesn't actually need generative AI. Plenty of it is just straightforward, rules-based automation — faster to build, cheaper to run, and less to go wrong. If that's the right answer for your problem, that's what we'll tell you.

— Sound familiar?

If one of these is your problem, let's talk.

Get in touch