AI automation in Medina means using Arabic-first WhatsApp assistants, voice agents and back-office workflows to handle the enquiries, bookings and paperwork that come with serving millions of visitors to the city each quarter. The businesses that benefit most are hotels, Umrah and Ziyarah service providers, retailers and clinics, because their demand is high-volume, seasonal and multilingual. The aim is not to replace staff but to answer routine questions instantly and pass the rest to people with full context.
Key takeaways
- •Medina received 6,452,696 visitors in Q1 2025 alone, of whom 4,412,689 came from outside the Kingdom, according to GASTAT.
- •The Vision 2030 Pilgrim Experience Program targets capacity for 30 million Umrah pilgrims by 2030 and a 90% pilgrim satisfaction rate.
- •Saudi Arabia's Personal Data Protection Law became fully enforceable on 14 September 2024, with fines of up to SAR 5 million for many breaches.
- •Saudisation now reaches into healthcare and 41 tourism professions, which changes how front-desk and call-handling teams are staffed.
- •The practical starting points are WhatsApp enquiry handling, Arabic voice answering for peak hours, and document workflows for bookings and group itineraries.
Why automation is a live question for Medina businesses
Medina's economy is shaped by visitors. Hotels near the Prophet's Mosque, transport operators, Ziyarah tour organisers, date and gift retailers, pharmacies and clinics all serve a population that swells and shrinks with the Islamic calendar. Ramadan, the Hajj season and school holidays in source markets bring sharp peaks; other weeks are quieter.
The scale is now documented quarter by quarter. GASTAT reported that the total number of Umrah performers in the Kingdom reached 35.68 million in 2024, up 34% from 26.86 million in 2023. In the first quarter of 2025, GASTAT counted 15,222,497 Umrah performers and 6,452,696 visitors to Madinah. Most of those Madinah visitors, 4.4 million, arrived from abroad, which means a large share of enquiries arrive in languages other than Arabic and at hours that suit time zones from Jakarta to London.
The policy direction points the same way. The Pilgrim Experience Program sets out to increase capacity to host 15 million Umrah pilgrims by 2025 and 30 million by 2030, compared with 8.5 million in 2019. It also sets service-quality goals: an 85% pilgrim satisfaction rate by 2025 and 90% by 2030, and 40 qualified historical and cultural sites by 2030. More visitors and a stated satisfaction target together put pressure on response times, booking accuracy and the quality of information visitors receive.
Visitors also arrive connected. DataReportal's Digital 2025 report puts Saudi internet penetration at 99.0% at the start of 2025, with 48.1 million cellular connections, equal to 140% of the population. For a hotel or tour operator, that means the first contact is usually a message, not a walk-in.
What "AI automation" actually covers
The term is broad, so it helps to separate the main building blocks.
| Building block | What it does | Typical Medina use |
|---|---|---|
| WhatsApp assistant | Answers questions, collects details, books or reserves, hands over to staff | Room availability, Ziyarah tour times, pharmacy stock questions |
| AI voice agent | Answers or makes calls in Arabic and other languages, follows a script, logs outcomes | Overflow calls during Ramadan peaks, appointment reminders for clinics |
| Document and data workflows | Reads forms, passports or invoices, fills systems, flags exceptions | Group booking manifests, supplier invoices, guest registration data |
| Knowledge assistant (RAG) | Answers from your own approved documents with citations | Staff look-ups for policies, visitor FAQs in several languages |
| Reporting automation | Pulls figures from booking, POS or clinic systems into daily summaries | Occupancy and enquiry dashboards for managers |
None of these needs to be adopted all at once. Most organisations start with one channel, measure it for a few weeks, and expand.
Local use cases tied to Medina's industries
Hotels and serviced apartments
A typical hotel near the Haram fields the same questions repeatedly: distance to the mosque, check-in times, airport or Haramain train transfers, family rooms, and availability for specific nights in Ramadan. A WhatsApp assistant can answer these in Arabic, English, Urdu, Bahasa Indonesia or Turkish, check availability through the property management system, and pass a qualified booking request to reservations.
Useful details to build in from the start:
- •Arabic-first replies with a clear option to switch language, rather than defaulting to English.
- •Hijri and Gregorian dates side by side, since many guests plan around Islamic dates.
- •Group handling for agents who send manifests of 40 or more guests, with automatic checks for missing passport fields.
- •Human handover that carries the full conversation, so the guest does not repeat themselves.
Umrah and Ziyarah service providers
Ziyarah tours to Quba Mosque, Mount Uhud and other historical sites run on tight schedules. Providers juggle pick-up points, language groups and last-minute changes. Automation can confirm tomorrow's pick-up time by WhatsApp, collect head counts, send location pins, and alert a coordinator when a group falls below a minimum size. For providers working with overseas agents, a document workflow can read group lists, reconcile them against bookings, and flag discrepancies before the group lands.
Because the Pilgrim Experience Program explicitly measures satisfaction, consistent, timely information is a reasonable place to focus: visitors who know where to be and when tend to have fewer complaints.
Retail: dates, perfume, garments and gifts
Retailers around the central area and in malls serve customers who often want to ship purchases home or reorder after returning. A WhatsApp catalogue assistant can answer price and stock questions, take orders for international shipping, and send order status updates. After the visit, a polite reorder reminder before Ramadan is a practical, low-effort way to keep in touch with repeat buyers, provided they have opted in.
Clinics, pharmacies and healthcare providers
Visitor surges mean walk-in demand for pharmacies and urgent care, while residents still need routine appointments. Practical automations include appointment booking and reminders by WhatsApp, an Arabic voice agent that answers opening hours and directions during busy periods, and intake forms that pre-fill the clinic system. Clinical advice should never be automated; the assistant's job is logistics, with clear escalation to a qualified person for anything medical.
Healthcare also faces new staffing rules. EY reported that the first phase of increased Saudisation rates for healthcare professions took effect on 17 April 2025. Automation that handles routine scheduling can let a smaller, locally hired front-desk team focus on patients rather than phones.
Arabic-first WhatsApp and voice: design notes
Language is the most common reason automation projects underperform in the region. A few principles help:
- •Write in Arabic first, then translate. Scripts written in English and translated tend to read awkwardly. Start from natural Hijazi-friendly Modern Standard Arabic for written replies.
- •Test voice with local speakers. Speech recognition varies by dialect. Test with real recordings from callers in the Hijaz, Egypt, South Asia and South-East Asia, since visitors from all these places call Medina businesses.
- •Keep templates approved. WhatsApp Business requires pre-approved templates for outbound messages after the 24-hour service window. Plan reminder and confirmation templates in advance of peak seasons.
- •Respect prayer times. Schedule outbound reminders and callbacks around prayer times, and make sure automated replies do not promise staff callbacks during periods when the desk is closed.
- •Offer an exit. Every flow should have a simple way to reach a person.
For a closer look at voice, see our overview of AI calling agents, and for messaging, WhatsApp automation. If you are weighing a virtual front desk, our page on AI receptionist cost explains the cost components.
A phased approach that fits the calendar
Medina's demand cycle suggests a specific order of work. Launching anything new during Ramadan is risky; the quieter months are the time to build and test.
| Phase | Timing relative to peak | Focus | Measure |
|---|---|---|---|
| 1. Discovery | 10–12 weeks before peak | Collect top 30 enquiries, map systems, agree languages | Baseline response time and missed calls |
| 2. Pilot | 6–10 weeks before peak | One channel (usually WhatsApp), one property or branch | Share of enquiries resolved without staff |
| 3. Expand | 4–6 weeks before peak | Add voice overflow, outbound reminders, more languages | Booking conversion, no-show rate |
| 4. Peak operation | During peak | Monitor daily, adjust answers, keep humans on escalation | Satisfaction scores, escalation volume |
| 5. Review | After peak | Retire weak flows, add document automation | Staff hours saved, error rates |
Local regulations relevant to AI and automation
Any system that handles visitor names, phone numbers, passport details or health information falls under Saudi data law. The main instruments to know are:
- •Personal Data Protection Law (PDPL). Issued by Royal Decree No. M/19 and amended by Royal Decree No. M/148, it came into effect on 14 September 2023. Controllers generally had until 14 September 2024 to comply, after which the law became fully enforceable by SDAIA. DLA Piper notes that breaches must be reported to SDAIA within 72 hours of becoming aware of them, that cross-border transfers are permitted only under defined conditions, and that many violations carry fines of up to SAR 5 million.
- •SDAIA AI Ethics Principles. SDAIA's principles cover fairness, privacy and security, humanity, social and environmental benefit, reliability and safety, transparency and explainability, and accountability, and apply to those designing, developing, deploying or using AI systems in the Kingdom.
- •Saudisation rules. Beyond healthcare, the Ministry of Human Resources and Social Development and the Ministry of Tourism announced the localisation of 41 tourism professions in three phases: 22 April 2026, 3 January 2027 and 2 January 2028. Roles named include hotel receptionist and travel agency manager. Automation does not change these obligations, but it affects how many routine tasks each role needs to cover.
In practice, this means: collect only the data a flow needs, tell users how it is used, keep data residency in mind when choosing AI and messaging providers, and log consent for any outbound marketing. Take legal advice for your specific case; this article is general information.
The national context: data and AI strategy
Medina businesses operate inside a national push on data and AI. The National Strategy for Data and AI, announced by SDAIA in 2020, sets 2030 goals that include training 40% of the workforce in basic data and AI skills, developing 20,000 data and AI specialists, supporting more than 300 startups and attracting SAR 75 billion in investment. For a hotel group or clinic, the direct implication is that staff and customers will increasingly expect digital service as normal, and regulators are building the rules to match.
Common mistakes to avoid
- •Automating before documenting. If staff give different answers to the same question, an assistant will too. Agree the answers first.
- •Ignoring non-Arabic, non-English visitors. The visitor base is broad; check which languages your enquiries actually arrive in.
- •Launching during peak season. Build and test in quiet months.
- •No escalation path. Visitors who cannot reach a person when something goes wrong leave poor reviews.
- •Collecting passport scans casually over chat. Use secure upload links and retention rules aligned with the PDPL.
How remote delivery works
Aiwalay works remotely and does not have an office in Medina. Discovery workshops, testing sessions and reviews are held over video calls scheduled in Saudi business hours, and systems are configured inside the client's own accounts where possible, so ownership stays with the business. For organisations elsewhere in the Kingdom, the same approach applies; see the Riyadh page for context on the capital.
Further reading
For more on serving businesses in the city, see the Medina location page. For an overview of how automation projects are scoped and supported, see AI automation.
Sources
- •GASTAT: Umrah performers exceed 15 million in Q1 of 2025
- •Argaam: Number of Umrah performers up 34% to 35.7M in 2024: GASTAT
- •Pilgrim Experience Program: About
- •DataReportal: Digital 2025 Saudi Arabia
- •DLA Piper: Data Protection in Saudi Arabia
- •Clyde & Co: Saudi Arabia's Personal Data Protection Law becomes enforceable
- •Baker McKenzie: SDAIA reveals AI Ethics Principles 2.0
- •EY: Saudi Arabia increases Saudization rates for roles in healthcare and tourism
- •DLA Piper: Phased localisation of tourism jobs in Saudi Arabia announced
- •Saudipedia: National Strategy for Data and AI (NSDAI)