Ten industries. Ten distinct workflows. Ten places where the right agent or assistant earns its keep in a few weeks rather than years. Find yours below.
A property buyer asks different questions to a hospitality guest. A patient enquiry needs a different tone to an e-commerce return. Generic chatbots fail because they treat every conversation the same.
We train every assistant and agent on the language, workflow and edge cases of one industry at a time. Built from your content, tuned to your brand voice and wired into the systems where the work actually happens.
Below: Ten industries we've shipped work in and what an AI deployment looks like in each.
The right buyer is rarely the one asking the loudest. Realtors waste hours on poor-fit enquiries and lose qualified leads to slow follow-up. AI changes the maths; every enquiry gets a fast, warm, intelligent reply and your time goes to the conversations that actually convert.
We design AI agents that triage leads from your website, qualify them against your active inventory and draft personalised replies in your voice. Listings get written from a few notes. Past-client follow-ups get scheduled and personalised. You become faster than the competition without working longer.
Auto-draft warm responses to portal enquiries within minutes, not hours. Qualify against budget and area before you spend time calling.
Turn a property's specs and photos into a polished listing description in your brand voice. Five minutes per home, not fifty.
Buyers describe what they want; the assistant returns matching homes from your inventory with photos and booking links.
Quietly stay in touch with anniversaries, market updates and area news, personalised to each client's home and circumstances.
Whether you're broking mortgages, insurance, freight or commercial real estate, the job is the same. Match the right party to the right deal, fast, with paperwork that doesn't slow you down. AI takes the repetitive grunt out of brokerage so you can spend your time on the parts that need a human.
We build agents that pre-fill applications, summarise lengthy documents, compare offers against client criteria and surface the deals worth your attention first. The compliance trail stays clean; your throughput goes up.
Upload statements, contracts and emails; AI pulls the key fields into your system without typing.
Side-by-side scoring of multiple offers against your client's specific needs, with plain-English rationale.
Letters, disclosures and follow-ups drafted with the right disclaimers in the right places, every time.
Track client portfolios automatically; the system tells you who needs a call before they ask.
Construction lives or dies on coordination. Drawings, change orders, supplier emails, site updates, sub-contractor schedules; the information exists but it's scattered across inboxes and phones. AI brings it together and makes it searchable, summarisable and actionable.
We build agents that read drawings and quotes, surface mis-matches between specs and orders, and turn site photos into structured progress reports. Estimates get drafted faster. Variations get logged automatically. The client-facing portal stops needing weekly hand-holding.
Briefs in, structured estimates out. Trained on your past projects, your suppliers and your margins.
Ask questions of architectural and engineering drawings in plain English. Find the detail without flipping pages.
Daily site photos become a written progress update for the client. Consistent tone, real detail.
Site WhatsApp messages and emails turn into properly-logged variations with cost and timeline impact.
Architects spend more time on regulatory checks, planning submissions and client communication than on the design work that pays. AI cannot do architecture; it absolutely can take the administrative friction out of the practice so the design hours grow.
We build agents that read planning policies, check schemes against local rules, draft pre-application letters and turn rough concept sketches into structured client-facing presentations. The creative work stays yours; the friction shrinks.
Upload a scheme; AI flags the policies it touches and the cases that have set precedent in your area.
Concept moodboards and rationale documents drafted from your design notes and material choices.
Smart search across product libraries, regulations and your own past specifications. The right answer in seconds.
Brief in, fee proposal out, tuned to your stages, deliverables and previous engagements.
Interior design is one part vision, three parts logistics. Sourcing, scheduling, supplier emails, sample tracking, mood-boards, client revisions. The vision is what they pay for. The logistics are what eat your evenings.
We build AI workflows that take the logistics off your plate. Supplier emails get summarised. Spec sheets get generated. Mood-boards get drafted from a brief. Client revisions get tracked properly. You spend the saved hours on the design itself, which is what built your reputation in the first place.
Daily inbox condensed into a one-screen brief. Outstanding orders, replies needed, ETA changes flagged.
From a written brief and a few reference images, generate a starting mood-board for your client meeting.
Photo of a product? Get a fully-formatted spec sheet with dimensions, finish, lead time and supplier link.
Client comments across emails, WhatsApp and meetings become a single, dated revision log.
Legal AI gets the most hype and the most mistakes. The risk is the same risk as everywhere else: a confident-sounding answer with no source. The solution is the same too: never let the AI speak without showing its working, and never let it decide anything that needs a human judgement call.
We build legal AI with sourcing baked in. Every summary links to the underlying clause. Every drafted letter cites the case or policy it relies on. Bundles get prepared faster, intake gets cleaner, the partners get their evenings back. Always with a human in the loop on anything that matters.
Lengthy contracts, statements and bundles condensed with source citations to every page.
Initial enquiries qualified, conflicts checked, basic facts captured before the partner picks up the phone.
Letters, motions and clauses drafted from precedent, with every clause traceable back to its source.
Ask your firm's own past matters in plain English. Find the precedent without losing an afternoon.
Healthcare AI is held to a higher bar, rightly. We work on the operational and administrative side, where the upside is huge and the clinical risk is low. The doctor still sees the patient. The AI takes the typing, the paperwork and the chasing off their hands.
Clinic websites that book triaged appointments. Letter and report drafting from clinician notes. Patient-facing assistants that handle the questions a receptionist gets thirty times a day. Done properly, with data handling that respects regulation and patient trust, not against it.
Patient describes the problem; the assistant books the right slot with the right clinician, escalating where needed.
Clinical notes become structured letters to GPs, insurers and patients, ready for clinician sign-off.
The same forty questions, answered consistently and well, 24/7. With strict scope and clinician handover paths.
Pre-authorisations, denial appeal drafts and claims tracking, with patient-friendly explanations attached.
Accountancy practices have spent a decade saying "we're not bookkeepers" while still spending half their week on bookkeeper work. AI quietly absorbs the rest, leaving the genuinely advisory work where it should have been all along: with the partner, in front of the client.
We build agents that ingest receipts and invoices, categorise transactions against your client-specific rules, and draft monthly management reports your clients can actually understand. Onboarding new clients gets faster. The end-of-year scramble gets smaller. Margins get healthier.
Photos and PDFs become categorised transactions, ready for your software, with confidence scoring.
Monthly figures turned into a one-page narrative your client reads in two minutes and acts on.
Smart intake that asks the right follow-ups, not the same form every client throws back at you.
Junior staff query your firm's tax interpretations and past-year decisions before bothering a partner.
Hospitality lives on small interactions done well, at scale. A guest asking about parking. A late booking enquiry. A wedding party wanting to know about menus. Each one is small, but the volume kills response times, and slow replies cost bookings.
We build hospitality assistants that handle the volume in your tone of voice, route the unusual ones to a human, and quietly capture the booking details that turn into revenue. Trained on your menus, your spaces, your rates, your policies. Multilingual where it matters.
Web chat, WhatsApp and email, all answered in your brand voice, 24/7, with seamless human handover.
Guests message in their language; staff see it in yours; replies go back translated and tonally right.
Wedding, corporate and group enquiries qualified properly before they hit your events manager's inbox.
Public reviews monitored, summarised by theme, drafted replies ready for the manager to approve.
E-commerce has had AI bolted to it for years, mostly badly. The classic chatbot that doesn't know your stock and the recommendation engine that suggests the thing you just bought. Done properly, AI on a store is the difference between a confused browser and a confident buyer.
We build store assistants that know your inventory in real time, your sizing and fit, your shipping rules and your return policies. Product descriptions get drafted at scale. Customer service handles the easy 80% so your humans handle the 20% that matters. Returns get smarter. Repeat purchase rates get measurable.
Live chat that actually knows your stock, sizing and shipping. Books returns. Saves carts. Closes sales.
SKUs in, polished, on-brand product copy out. SEO-aware. Variant-aware. Brand-voice consistent.
Customer initiates a return; AI captures reason, recommends an alternative, processes the right outcome.
What's selling out, what's stuck, what reviews are saying about each product. One screen, daily.
The industries above are the ones we've already shipped work in. The pattern is the same elsewhere. Find the workflows that eat hours, design an agent that handles the boring parts, keep a human in the loop on the parts that matter. If that sounds like something your business needs, the first conversation is free.