Mashreq pilots IBM’s coding AI, with reported time savings of up to 70%
The pilot targets the work of connecting banking systems and fixing problems. A secure gateway supplies enterprise context, while locally hosted models remain a possible next step.

Mashreq is piloting IBM's AI coding tool, IBM Bob, to enhance the efficiency of connecting banking systems and resolving issues, reporting up to 70% time savings in certain tasks.
What happened
Mashreq, a Dubai-based bank, is piloting IBM's AI coding tool, IBM Bob, to improve the efficiency of connecting its banking systems and resolving issues. The pilot reported up to 70% time savings in certain tasks, with IBM Bob reducing integration design and troubleshooting time by 60-70%. The pilot uses IBM Context Forge to provide secure access to enterprise-specific information for AI agents, and Mashreq is considering on-premises deployment of IBM Bob for mission-critical tasks.
Why it matters
The pilot demonstrates how AI can significantly enhance the efficiency of banking system integration and troubleshooting, which is crucial for financial institutions aiming to improve their digital operations and maintain competitive advantage.
- AI tools like IBM Bob can drastically reduce time spent on integration and troubleshooting tasks in banking systems.
- Secure access to enterprise-specific information is crucial for effective AI implementation in financial institutions.
- On-premises deployment of AI models may be necessary for mission-critical tasks due to data residency and regulatory requirements.
The bigger picture
The pilot shows that AI can significantly reduce the time required for integration and troubleshooting tasks, potentially leading to faster deployment of banking systems and improved operational efficiency. The consideration of on-premises deployment highlights the importance of data residency and regulatory compliance in AI implementation.
Mashreq's pilot of IBM Bob demonstrates the potential of AI to enhance the efficiency of banking system integration and troubleshooting, with significant time savings reported. The use of secure enterprise context and consideration of on-premises deployment highlight the practical steps being taken to implement AI in a regulated environment.
Technical details
- IBM Bob: AI-powered software engineering platform used for solution design, planning, development, code review, and troubleshooting.
- IBM Context Forge: Based on the Model Context Protocol (MCP), it provides secure access to enterprise-specific information for AI agents.
- Red Hat OpenShift and Confluent technology: Used to support secure connections and real-time data movement in the integration platform.
- Secure gateway: Manages AI agent requests to connected systems, handling about 4,000 requests per month.
FAQ
What is IBM Bob?
IBM Bob is an AI-powered software engineering platform designed to assist with solution design, planning, development, code review, and troubleshooting in software engineering.
How did Mashreq benefit from using IBM Bob?
Mashreq reported up to 70% time savings in integration design and troubleshooting tasks during the pilot, with activities that previously took two to three hours completed in minutes.
What is IBM Context Forge?
IBM Context Forge is a tool based on the Model Context Protocol (MCP) that provides secure access to enterprise-specific information for AI agents, enabling them to work with context relevant to the bank's systems.
This summary and analysis were generated with AI from the original article and may contain errors. Read the original for the full story.
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Originally published by Superpower Daily on Oct 13, 2026.
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