Services · Mobile app development · Banking AI agents

Banking AI agents for a port city that trades, remits and hosts the world.

Banking AI agent development Jeddah institutions can trust starts with the work this city generates: trade finance for importers using Jeddah Islamic Port, remittances for a large expatriate workforce, merchant payments that spike with every Umrah and Hajj season, and family businesses with long banking relationships. We build AI agents that handle the routine parts of that work in Arabic, English and the languages your customers actually use, with staff approving anything that matters.

Our engineers work from Riyadh, Dubai and Karachi and run discovery and pilots with Jeddah teams over secure video call. Every agent runs in environments your institution controls, answers only from approved sources, and keeps a full record of what it did.

Built for
Banks, remittance and exchange companies, payment providers and finance companies serving Jeddah and the wider Makkah region.
Typical timeline
Timing is set after a discovery phase that maps your seasonal peaks, so the pilot lands in a quieter month and the agent is proven before the next busy season.
What you own
Source code, prompts, test sets, conversation logs and integrations, all held in accounts and infrastructure your institution owns.
Rated
4.7 / 5 from 23 Google reviews

200+ companies servedFrom a first store to an ADX listed developer

Modon
Majid Al Futtaim
HP
Belkin
Dulsco Group
OneClickDrive
Hanayen
HMS
Clocksprings
Ghezlan

What a Jeddah agent can handle

Agents for trade desks, remittance counters and merchant support.

Jeddah's financial work has a distinct mix. Importers and wholesalers need letters of credit and collections handled quickly so goods clear the port. Workers from South Asia, Southeast Asia and Africa send money home every month and want to know where their transfer is, in their own language. Merchants across the city and along the routes to Makkah see card volumes jump during pilgrimage seasons and Ramadan. Behind all of it sit operations teams who answer the same questions again and again.

The agents below are built for that mix. Each has one job, reads only the systems it needs, and passes decisions to people. They are listed roughly in the order Jeddah institutions tend to ask about them. For AI agent development for banks Jeddah teams usually want two or three of these sharing one governance base, rather than separate tools bought from different vendors.

Explain your project
  • Trade document checker

    For documentary credits and collections, the agent reads the commercial invoice, bill of lading, packing list and certificates against the credit terms and your checklist, then lists apparent discrepancies with the clause each one relates to. Your trade operations officer reviews the list and makes the call on acceptance or refusal.

    Document examiners start from a marked up checklist, not a pile of paper.

  • Remittance status agent in many languages

    A worker asks where a transfer is, in Urdu, Bengali, Tagalog, Indonesian, Hindi or Arabic. Once the customer has verified their identity in your app, the agent checks the transfer status and explains it plainly in the same language. Compliance holds, amendments and cancellations go to staff with the conversation attached.

    Status questions answered without a branch visit or a long call.

  • Merchant support for card acceptance

    Shops, hotels and restaurants accepting mada and international cards ask about settlements, chargebacks, terminal faults and statements. The agent reads your acquiring platform, answers settlement timing questions, opens fault tickets with the right details and prepares chargeback responses for your disputes team to send.

    Merchant queries handled quickly when volumes peak.

  • Seasonal surge handling

    Umrah traffic, Ramadan and the Hajj season change demand in Jeddah more than almost anywhere else in the Kingdom. We design agents with seasonal playbooks: pre approved answers for the questions each season brings, wider capacity, and tighter escalation rules so human teams handle the unusual cases while the agent absorbs repeat ones.

    Busy seasons met without temporary staff learning everything from scratch.

  • Islamic finance product explainer

    Customers want to understand how a murabaha, ijara or tawarruq product works before signing. The agent explains structure, obligations and documents using wording your Sharia board and legal team have approved, and declines to give opinions beyond that approved material. Questions it cannot answer go to a product specialist.

    Product explanations stay consistent with what the Sharia board approved.

  • Relationship manager assistant for family businesses

    Long standing trading families in Jeddah often hold accounts across several group companies and generations. The agent prepares meeting briefs from approved records: facilities, upcoming renewals, open service requests and recent correspondence. The banker sees the full picture before the meeting, and nothing is shared with the client without the banker sending it.

    Relationship managers walk into meetings fully briefed.

  • Exchange counter assistant

    For exchange companies serving visitors and residents, an agent answers questions about accepted currencies, documents needed for larger transactions and branch hours, and tells customers what to bring. Rates are pulled live from your system and never generated by the model.

    Customers arrive at the counter with the right documents.

  • Complaint intake and classification

    The agent captures a complaint in the customer's language, classifies it against your complaint categories, attaches account context and starts the clock on your internal handling timeline. Resolution and the final response remain with your complaints unit.

    Complaints logged consistently and routed on the first day.

  • SME lending application helper

    Small traders and workshops applying for financing often submit incomplete files. The agent explains which statements, licences and commercial registration documents are needed, checks uploads for completeness and legibility, and tells the applicant what is still missing. Credit assessment, pricing and approval remain entirely with your credit team.

    Fewer SME applications stalled waiting for a missing document.

  • Supervisor view and audit log

    Team leaders see live queues, escalation reasons, language mix and the answers the agent gave, with the source behind each. Compliance can search any conversation by customer, date or topic when a question comes back later.

    Every automated answer can be traced and explained.

Who this is for

The institutions in Jeddah we expect to hear from.

Jeddah is the Kingdom's main Red Sea port and the arrival point for many pilgrims who fly into King Abdulaziz International Airport before travelling on to Makkah and Madinah. Most pilgrims bank with institutions in their home countries, so the agent work here is less about serving them directly and more about the Saudi institutions that sit around them: merchants, exchange houses, remitters and the banks that serve the city's traders. These are the four situations where we see the clearest case.

01

A trade finance unit serving importers through the port

Food, building materials, consumer goods and much more arrive through Jeddah, and every shipment financed by a documentary credit needs examining. Examiners are experienced and scarce. A document checking agent does the first read, so experts spend their time on the judgement calls. We build it on your own checklists and the credit terms, not on a generic template. Corporate customers also gain from faster first responses, because discrepancy notices go out sooner and goods spend less time waiting at the quay for paperwork to settle.

The examiner still decides on every set of documents.

02

A remittance or exchange company with a multilingual customer base

Customers often prefer to ask in their first language, and call centres cannot staff every one of them at every hour. A multilingual agent covers status questions, document requirements and branch information, and hands anything involving compliance holds to trained staff. We test each language with native speakers before launch. Wording for fees, documents and transfer timings comes from your approved content in every language, so a customer reading in Bengali gets the same answer as one reading in Arabic.

03

A payment provider or acquirer with merchants in the Makkah region

Merchant support demand follows the pilgrimage calendar. An agent that can read settlement data and open terminal tickets keeps service levels steady when calls multiply, and its seasonal playbooks are reviewed and refreshed before each peak.

04

A bank with a strong Jeddah branch network and private clients

Banks with deep roots in the city carry long client relationships across family groups. Agents that prepare relationship briefs, explain Sharia compliant products in approved language and log complaints properly free bankers to spend time with clients rather than on preparation and paperwork. Branch staff also gain an internal assistant for product and procedure questions, which shortens the wait for customers at the counter.

Built around your relationship model, not a generic CRM script.

Six stages for an agent that holds up in peak season.

  1. 01Map the work and the calendarWe study the queues, languages and seasonal peaks the agent will face, and choose a task where the rules are written down and a named person owns the outcome.
  2. 02Agree boundaries with complianceData the agent may read, actions it may never take, escalation triggers and hosting are settled with your compliance and security teams before build begins.
  3. 03Build language test setsNative speakers write and check test conversations in each language the agent will use, including tricky and hostile messages, so quality is measured per language.
  4. 04Connect and constrainThe agent is wired to trade, remittance, acquiring or CRM systems through your gateway, with read access by default and write actions only where approved.
  5. 05Pilot in a quieter monthStaff use the agent on live work with every output reviewed. We tune prompts and retrieval on what the pilot shows, then confirm readiness against the test sets.
  6. 06Season ready rolloutBefore each peak we refresh the seasonal playbook, rerun the tests and agree escalation capacity, then review performance with your team once the season ends.

Technology

What we build this with.

We choose models and hosting to match your data rules, including deployment inside the Kingdom where required, and connect through your existing identity, API gateway and logging stack so the agent fits the controls you already run.

01Mobile

  • Swift
  • Kotlin
  • Flutter
  • React Native

02Data and cloud

  • PostgreSQL
  • MySQL
  • MongoDB
  • AWS
  • Azure
  • Docker

03Marketing and tracking

  • GA4
  • Google Tag Manager
  • Search Console
  • Meta Pixel
  • Looker Studio

What Jeddah banks and payment firms ask us first.

Our offices are in Riyadh, Dubai and Karachi; Jeddah work runs by video.

We do not have a Jeddah office. Our Riyadh team runs discovery workshops, pilot reviews and launch with you over secure video call, and day to day engineering runs from our existing teams. Your operations staff share screens and walk us through the queues and systems the agent will actually face. Workshops can run in Arabic or English, and the same engineers lead the pilot review so nothing is lost between sessions.

Tell us what the business needs. We will tell you what to build first.

Schedule a free consultation and get a written recommendation, with costs, before you commit to anything.

Get in touch

PROVEN RESULTS

4.7 / 5from 23 Google reviews