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AI for the businesses we actually know.

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.

✦ Designed around real work

AI that talks the way your customers do.

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.

AI
Acme Realty Assistant
Online
Hi! I'm here on behalf of Acme Realty. Anything I can help you find this evening?
Looking for 3-bed homes near East Delray, under $1.4M
Great brief. I've got four that match your budget and area. Want me to send the top pick first?
Top match
412 Coastal Lane, Delray
3 bed · 2.5 bath · $1.29M
Walking distance to Atlantic Ave
View & book tour →
Yes please. Can I view Saturday?
Reply to assistant…
Real businesses, real workflows, real AI
✦ Real businesses, real workflows

Ten industries. Ten different conversations. One careful build process behind each.

🏠
Industry 01

AI for Realtors & Real Estate

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.

Lead reply & triage

Auto-draft warm responses to portal enquiries within minutes, not hours. Qualify against budget and area before you spend time calling.

Listing copy on demand

Turn a property's specs and photos into a polished listing description in your brand voice. Five minutes per home, not fifty.

Voice-search assistant

Buyers describe what they want; the assistant returns matching homes from your inventory with photos and booking links.

Past-client nurture

Quietly stay in touch with anniversaries, market updates and area news, personalised to each client's home and circumstances.

🤝
Industry 02

AI for Brokers

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.

Document intake & extraction

Upload statements, contracts and emails; AI pulls the key fields into your system without typing.

Offer comparison

Side-by-side scoring of multiple offers against your client's specific needs, with plain-English rationale.

Compliance-aware drafting

Letters, disclosures and follow-ups drafted with the right disclaimers in the right places, every time.

Renewal & review prompts

Track client portfolios automatically; the system tells you who needs a call before they ask.

🏗
Industry 03

AI for Builders & Developers

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.

Quote & estimate drafting

Briefs in, structured estimates out. Trained on your past projects, your suppliers and your margins.

Drawing & spec assistant

Ask questions of architectural and engineering drawings in plain English. Find the detail without flipping pages.

Site progress summaries

Daily site photos become a written progress update for the client. Consistent tone, real detail.

Variation logging

Site WhatsApp messages and emails turn into properly-logged variations with cost and timeline impact.

📐
Industry 04

AI for Architects

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.

Planning policy checks

Upload a scheme; AI flags the policies it touches and the cases that have set precedent in your area.

Client presentation drafts

Concept moodboards and rationale documents drafted from your design notes and material choices.

Specification assistant

Smart search across product libraries, regulations and your own past specifications. The right answer in seconds.

Fee proposal drafting

Brief in, fee proposal out, tuned to your stages, deliverables and previous engagements.

Industry 05

AI for Interior Designers

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.

Supplier email triage

Daily inbox condensed into a one-screen brief. Outstanding orders, replies needed, ETA changes flagged.

Mood-board drafting

From a written brief and a few reference images, generate a starting mood-board for your client meeting.

Spec sheets on demand

Photo of a product? Get a fully-formatted spec sheet with dimensions, finish, lead time and supplier link.

Revision tracking

Client comments across emails, WhatsApp and meetings become a single, dated revision log.

Industry 07

AI for Healthcare & Clinics

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.

Appointment triage

Patient describes the problem; the assistant books the right slot with the right clinician, escalating where needed.

Letter & report drafting

Clinical notes become structured letters to GPs, insurers and patients, ready for clinician sign-off.

Patient FAQ assistant

The same forty questions, answered consistently and well, 24/7. With strict scope and clinician handover paths.

Insurance & billing support

Pre-authorisations, denial appeal drafts and claims tracking, with patient-friendly explanations attached.

Industry 08

AI for Accountants & Finance

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.

Receipt & invoice ingestion

Photos and PDFs become categorised transactions, ready for your software, with confidence scoring.

Plain-English management reports

Monthly figures turned into a one-page narrative your client reads in two minutes and acts on.

Onboarding questionnaire

Smart intake that asks the right follow-ups, not the same form every client throws back at you.

Knowledge assistant

Junior staff query your firm's tax interpretations and past-year decisions before bothering a partner.

Industry 09

AI for Hospitality

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.

Booking & enquiry assistant

Web chat, WhatsApp and email, all answered in your brand voice, 24/7, with seamless human handover.

Multilingual front-of-house

Guests message in their language; staff see it in yours; replies go back translated and tonally right.

Event & group enquiries

Wedding, corporate and group enquiries qualified properly before they hit your events manager's inbox.

Review triage

Public reviews monitored, summarised by theme, drafted replies ready for the manager to approve.

🛒
Industry 10

AI for E-commerce & Retail

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.

Storefront assistant

Live chat that actually knows your stock, sizing and shipping. Books returns. Saves carts. Closes sales.

Product description engine

SKUs in, polished, on-brand product copy out. SEO-aware. Variant-aware. Brand-voice consistent.

Smart returns workflow

Customer initiates a return; AI captures reason, recommends an alternative, processes the right outcome.

Restock & review insights

What's selling out, what's stuck, what reviews are saying about each product. One screen, daily.

Don't see your industry?

If you have a workflow, we can probably help.

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.