Sanad: An Arabic-First Enterprise Assistant
An AI assistant concept that answers a financial institution’s staff from its own policies and procedures, citing its sources and respecting permissions.
Sector perspective
In hospitality, the digital experience starts long before check-in and lasts well after checkout. AMA GROUP builds the booking engines, guest apps and operational systems that help hospitality brands deliver consistent, personal service at scale.
This page describes potential solutions for the sector. It does not refer to existing clients.
Service map: the lit codes are the services behind this sector's potential solutions.
Context
Tourism has become one of the defining growth stories of Vision 2030. New destinations, expanded services for pilgrims and a growing calendar of events are drawing visitors from around the world. With them come expectations of seamless digital booking, multilingual service and mobile-first experiences.
Globally, hospitality leaders are investing in direct booking, personalization, contactless journeys and unified guest profiles. The opportunity is to reduce dependence on third-party channels, connect lodging, dining and experience systems, and use guest data responsibly to deliver hospitality that feels personal rather than automated.
Challenges
Recurring pressures we design around from the first workshop.
Potential solutions
Solution paths for the sector, each delivered through one or more of our services.
Fast, bilingual booking websites and apps with flexible pricing, secure payments and PMS integration.
Delivered through
Mobile check-in, digital key integration, in-stay requests, dining and concierge services.
Delivered through
Integration across PMS, POS and loyalty systems to build a single guest view that enables personalization.
Delivered through
Mobile task management for housekeeping, maintenance and front office, with live room status.
Delivered through
Conversational assistants that answer guests in multiple languages and hand off to staff when needed.
Delivered through
Use cases
Examples of where these solutions apply day to day.
Concept work
Design explorations that show how we approach problems in this space, not client deliveries.
An AI assistant concept that answers a financial institution’s staff from its own policies and procedures, citing its sources and respecting permissions.
Services
The engineering services these solution paths draw on.
Native and cross-platform iOS and Android apps with polished Arabic UX, steady performance and a clear path to launch.
Used in 3 solution paths
ERP, CRM, HR and finance systems shaped around how you work: integrated, adaptable and built to grow with you.
Used in 2 solution paths
REST and GraphQL APIs, payments, webhooks, and event-driven integrations that make separate systems work as one.
Used in 2 solution paths
Bilingual corporate sites, online stores and web platforms engineered for speed, security and scale.
Used in 1 solution path
LLMs, agents, RAG and computer vision grounded in your data, with clear controls on quality, security and cost.
Used in 1 solution path
Reliable pipelines, governed warehouses, and executive dashboards that turn scattered data into decisions.
Used in 1 solution path
Research-led product design, from user journeys to production-ready design systems for complex enterprise interfaces.
Used in 1 solution path
Device integration, live telemetry and industrial dashboards that turn field signals into operational decisions.
Used in 1 solution path
Share your context and the outcomes you're after, and we'll propose a considered starting point and an honest plan.