Industries
The industry decides how research is done: who can be interviewed, which data exists, what a useful answer looks like. We work in five industries where we understand those conditions.
Context
Why the industry comes first
A survey that works for retail shoppers will not reach logistics operators, and a dashboard for hotel managers answers different questions from one for a law firm. So each engagement starts from the industry context below, then picks the methods that fit it.
Industry context decides which research methods work, which data exists and what a useful answer looks like.
Industry
Retail & E-commerce
Retail in the GCC combines large mall-based formats with fast-growing online channels, delivery apps and social commerce. Customer bases are multinational and bilingual, and expectations on delivery speed and Arabic-language service differ from country to country.
How the data moves
What we do for these tasks
- Country and channel entry studies with competitor and pricing maps
- Customer surveys and interviews across nationalities and languages
- Order, stock and customer integrations between store and online systems
- Bilingual assistants for product questions and order status
Typical tasks
- Deciding which GCC country to enter next, and in which channel
- Understanding why customers buy online but return in store, or the reverse
- Answering product and order questions at volume in English and Arabic
Where to start
A market entry study or a customer research sprint on one segment.
Services used here
- Market researchEntry studies, pricing and customer segments
- SoftwareStore and online system integration
- AI and automationBilingual product and order assistants
Industry
Real Estate
Real estate in the region spans off-plan sales, leasing, community management and investment. Enquiries come from local and international buyers at very different stages, and much of the information they need sits in documents, brochures and separate systems.
What we do for these tasks
- Demand and buyer profile research for a project or community
- Competitor mapping of projects, amenities and positioning
- Lead management portals and CRM integrations
- Assistants that answer property questions from approved documents
Where to start
Demand research for one project, or a review of how enquiries are handled today.
Services used here
- Market researchDemand, buyer profiles and competitor projects
- SoftwareLead, listing and tenant portals
- AI and automationDocument-grounded enquiry assistants
Typical tasks
- Understanding demand for a project before the launch strategy is fixed
- Handling enquiries from many channels and qualifying them consistently
- Bringing listings, leads and documents into one working system
How the data moves
Industry
Logistics
The region is a re-export and transit hub, so logistics operators work across ports, free zones, warehouses and last-mile delivery. Many processes still run on email, spreadsheets and documents passed between partners.
How the data moves
What we do for these tasks
- Process research with operations teams to locate delays and rework
- Tracking dashboards built on the data partners already send
- Document extraction and checking for shipping paperwork
- Status assistants and notifications connected to operational systems
Typical tasks
- Seeing where shipments wait and why, across partners
- Reading and checking shipping documents without retyping them
- Giving customers accurate status without a call centre for every question
Where to start
A process review of one corridor or one document flow.
Services used here
- Market researchProcess studies and corridor analysis
- SoftwareTracking platforms and partner integrations
- AI and automationDocument extraction and status automation
Industry
Professional Services
Professional services firms in the GCC compete on expertise and responsiveness. Their knowledge sits in proposals, reports and email, and the same questions are researched again because past work is hard to find.
What we do for these tasks
- Sector and country research to support business development
- Internal portals that organise documents and client work
- Search and drafting assistants grounded in the firm's own documents
- Automation of intake forms, conflict checks and routine drafting
Where to start
A readiness assessment of one document-heavy process.
Services used here
- Market researchSector and country research for new work
- SoftwareInternal portals and document systems
- AI and automationSearch and drafting on internal documents
Typical tasks
- Finding and reusing past work across proposals and reports
- Researching a new sector or country before pitching for work there
- Cutting the time spent on intake, drafting and document review
How the data moves
Industry
Hospitality
Hospitality in the GCC serves leisure, business and event travel, with guests from many countries and languages. Hotels and venues rely on several booking channels and guest systems that rarely share data well.
How the data moves
What we do for these tasks
- Guest segment and channel research, including review analysis
- Integrations between booking, guest and operations systems
- Feedback dashboards built from reviews and surveys
- Multilingual guest assistants with hand-off to staff
Typical tasks
- Understanding which guest segments to target and through which channels
- Joining booking, guest and feedback data into one view
- Answering routine guest questions in several languages at any hour
Where to start
A guest research study, or a review of current guest data sources.
Services used here
- Market researchGuest segments, channels and review analysis
- SoftwareBooking and guest system integration
- AI and automationMultilingual guest assistants
Overview
Industries by service
Where each service is most often applied, by industry.
| Industry | Market Research & Insights | IT Solutions & Software Development | AI Development & Automation |
|---|---|---|---|
| Retail & E-commerce | Entry studies, pricing and customer segments | Store and online system integration | Bilingual product and order assistants |
| Real Estate | Demand, buyer profiles and competitor projects | Lead, listing and tenant portals | Document-grounded enquiry assistants |
| Logistics | Process studies and corridor analysis | Tracking platforms and partner integrations | Document extraction and status automation |
| Professional Services | Sector and country research for new work | Internal portals and document systems | Search and drafting on internal documents |
| Hospitality | Guest segments, channels and review analysis | Booking and guest system integration | Multilingual guest assistants |
Next step
Working in one of these industries?
Tell us the decision or the system in front of you. On the intro call we say which service fits, what we would need to start, and whether we are the right team.
Book an intro call