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In-house expertise

AI built on real domain knowledge

We've built software across these industries for more than a decade. Here are some of the AI and automation use cases we see in each.

E-commerce

Sell more and answer customers faster without adding headcount. We've built Shopify apps, multivendor marketplaces and custom stores, so we know the data and the integrations.

Our work

  • AI product search & discoveryNatural-language search that understands what shoppers mean.
  • Order & returns agentTracks orders, processes returns and keeps customers updated.
  • Catalog content at scaleProduct descriptions, attributes and translations.
  • Demand & pricing insightsForecast inventory needs and spot pricing opportunities.

Travel & Hospitality

Our deepest domain. We've built hotel booking platforms, tour booking engines and hotel management systems for clients in Thailand, Austria, Morocco, Singapore and the US.

Our work

  • Guest concierge agentAnswers questions and handles changes 24/7, in any language.
  • Booking assistantSearches availability and books across channels by chat or WhatsApp.
  • Visa & document helperCollects and checks traveller documents before departure.
  • Review & pricing insightsSummarises reviews and flags pricing opportunities.

Real Estate & Home Rental

We built a RESO-compliant platform covering the full property sales and leasing lifecycle. AI now takes on the busy work behind listings and leads.

Our work

  • Lead qualification agentQualifies buyer and renter enquiries and books viewings.
  • Listing generatorTurns photos and notes into polished, consistent listings.
  • Lease document assistantExtracts key terms and drafts tenant replies.
  • Conversational property search"3 bedrooms near a good school under $400k" just works.

Healthcare & Wellness

Privacy-first AI that reduces admin load. Quantimodo, our machine-learning health analytics platform, taught us how carefully this data must be handled.

Our work

  • Patient intake & schedulingCollects details and books appointments by chat or phone.
  • Clinical note summariesDrafts structured notes for clinicians to review.
  • Health data insightsFinds patterns across tracking and outcome data.
  • Staff knowledge assistantInstant answers from protocols and policies.

Finance & Accounting

Accurate, auditable automation for document-heavy finance teams, and consumer finance apps people enjoy using.

Our work

  • Invoice & receipt processingExtracts, validates and posts entries to your ledger.
  • Reconciliation agentMatches transactions and flags exceptions for review.
  • Spending insightsPlain-language explanations of where money goes.
  • Report narrativesTurns monthly numbers into clear summaries.

Education & eLearning

We built Moara, an AI-powered literature review platform for researchers, and Pulse LMS, a Coursera-style learning management system.

Our work

  • AI tutorAnswers questions from course material, 24/7.
  • Assessment & feedbackDrafts feedback on assignments for instructors to approve.
  • Course content generationQuizzes, summaries and translations from existing material.
  • Personalised learning pathsRecommends the next lesson based on progress.

Let's talk

Tell us what you want to automate or build

  1. We reply within 1 business dayA real engineer reads every message.
  2. A 30-minute discovery callWe discuss your goals, data and constraints.
  3. A clear proposalRecommended approach, timeline and cost.
What do you need?

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