Islamic Bank Customers Navigate AI-Driven Accounts; Manual Reviews Give Way to Automation

DUBAI — Customers of ruya, a digital-first Islamic bank based in the UAE, are already interacting with artificial intelligence every time they open a business account or process a transaction. Three agentic AI use cases have gone live in production, handling document analysis, verification checks and case summaries that once required manual employee review. The change is not cosmetic. Rather than treating AI as a separate initiative, ruya has begun building intelligence into the foundation of how the bank operates day to day.

The deployment came through a partnership between ruya and Magure, a Dubai-based enterprise AI company. Both organizations describe the arrangement as a move away from isolated AI projects toward a unified platform approach. Instead of developing separate systems for individual functions, ruya intends to use a common AI framework across customer service, operations, compliance, risk management and internal employee functions, all powered by Magure’s MagOneAI platform.

“We didn’t set out to run AI projects, we set out to build a bank where intelligence is part of the foundation,” said Christoph Koster, chief executive of ruya. “As an ethical, Shari’ah-compliant bank, we hold ourselves to a high standard on how technology treats our customers and their data.”

The timing reflects broader momentum across the UAE and the wider Gulf region, where banks are accelerating investments in artificial intelligence to improve operational efficiency, automate routine processes and enhance customer experience. Regulators, meanwhile, have placed increasing emphasis on governance, transparency and oversight of these systems as they become more prevalent in financial services.

A critical design choice underpins the initiative. Ruya’s AI infrastructure operates within the bank’s private cloud environment, giving the institution direct ownership and control of its systems. The companies emphasized that no personally identifiable customer information leaves the bank’s infrastructure. This approach aligns with the Central Bank of the UAE’s expectations around responsible AI use in financial services, incorporating human oversight, governance controls, audit trails and role-based access mechanisms to ensure accountability in decision-making.

“Every bank is buying AI. Very few are built for it,” said Akhil Koka, chief executive of Magure. “What’s live today isn’t a pilot or a demo. It’s production AI doing real work inside a regulated bank, every day.”

The roadmap outlined by the two companies extends well beyond current deployments. Future applications are expected to include collections management, compliance support, customer-facing AI assistants, personalization tools, customer analytics and an internal assistant called RuyaAI designed for employee use. Koka described the underlying infrastructure as already in place to support rapid deployment of new capabilities.

“The hardest part is behind us: the platform, the governance and the sovereign foundation are in place,” Koka said. “From here, every new capability ships on rails that already exist.”

Ruya, founded in 2024 and headquartered in Ajman, operates as a specialized bank licensed by the Central Bank of the UAE, focusing on digital-first Islamic banking services for individuals and businesses. Magure, registered in the Dubai International Financial Centre and headquartered in Dubai, serves more than 80 enterprise customers with over 60 AI deployments in production across government, healthcare and financial services sectors.

The initiative positions ruya within the UAE’s broader ambitions to establish itself as a global artificial intelligence hub. Whether embedding AI into core banking operations while maintaining strict governance standards can serve as a replicable model for other regulated institutions in the region remains the open question as the rollout continues.