AI-Supported Digitalization in Banking

Halkbank, established in 1938 with mission of supporting artisans and SMEs and accelerating sustainable economic development in Türkiye, has become one of the prominent, stable, pioneering, and reputable brands in the rising country. For 87 years, Halkbank has been leading the development of the Turkish banking sector.

Briefly describe the nominated team: history and past performance (up to 1,250 characters):

Artificial intelligence(AI) is transforming global banking by enabling faster decisions, reducing operational costs, and improving compliance. According to McKinsey, AI may generate up to $1 trillion in annual value for the global banking sector by 2030. In Türkiye, AI adoption in banking is increasing, though many institutions still focus on front-end tools like chatbots or credit scoring, with limited integration into complex back-office processes. Halkbank, established in 1938 to support SMEs and inclusive economic growth, has taken a broader approach. In 2020, it founded a Digital Transformation Office to coordinate enterprise-wide modernization efforts. This unit now leads the implementation of AI across diverse areas such as legal enforcement, tax processing, financial analysis, and document automation. Instead of treating AI as a trend, Halkbank integrates it into its operational backbone to address high-volume, regulation-heavy processes. The goal is to unlock measurable benefits in accuracy, efficiency, and turnaround time- particularly in domains where human workload and error risks are high.

Outline the team's achievements since July 1, 2023 that you wish to bring to the judges' attention (up to 1,500 characters):

This nomination highlights how Halkbank uses AI not only to improve service delivery but also to support national priorities like financial transparency, regulatory compliance, and workforce productivity through responsible and scalable technology adoption. While most Turkish companies confine AI to customer-facing tools like chatbots and marketing personalization, Halkbank adopts a differentiated AI strategy that focuses on core operational, compliance, and decision-support processes. This approach transforms AI from a convenience into a strategic lever for institutional efficiency and resilience.

The bank's AI implementation prioritizes three domains:

Document Intelligence: AI is used to interpret and process unstructured documents such as instructions, legal liens, and financial statements. For example, an AI-based system reduced instruction reading time from 3 minutes to 1 minute, handling over 600,000 instructions with 66% time-savings.

Financial Data Analysis: The "AI-Supported Digital Trial Balance Project" automatically analyzes digital financial statements over 260,000 records to date supporting accurate and faster credit evaluation, especially for SMEs.

Compliance and Legal Automation: AI models automate the classification and routing of lien documents received via the national UETS system, reducing processing time from 1.5 days to just hours, and ensuring regulatory deadlines are met.

Explain why the achievements you have highlighted are unique or significant. If possible compare the achievements to the performance of other players in your industry and/or to the organization's past performance (up to 1,500 characters):

These implementations go far beyond front-end automation, embedding intelligence into critical, high-volume workflows. In treasury AI is used to classify transaction documents; in check processing, AI system reduces turnaround time from 2-3 minutes to 40 seconds. Halkbank's distinctive positioning is its integration of AI into regulatory-heavy, non-marketable domains areas typically overlooked by peers due to complexity and low visibility. By embedding AI into operational backbone rather than digital facade, Halkbank has redefined how AI creates value in banking not as a front-facing novelty, but as an institutional performance enabler. Halkbank's AI program has delivered measurable, multi-dimensional impact across operational efficiency, regulatory compliance, environmental sustainability, and service quality. These achievements reflect the strategic depth and practical maturity of its AI adoption.

Efficiency Gains:

• AI-powered instruction reading reduced processing time by 66%, saving thousands of hours across more than 600,000 instructions.
• AI-supported check recognition cut turnaround time by 80%, enabling faster service in high-volume branches with minimal manual involvement.
• Digital mizan reading automated the analysis of over 260,000 financial statements, streamlining SME credit assessments and reducing evaluation timelines significantly.

Reference any attachments of supporting materials throughout this nomination and how they provide evidence of the claims you have made in this nomination (up to 1,500 characters):

• Intelligent document classification and automated indexing reduced manual review efforts across large-scale financial data pipelines. Regulatory Compliance and Risk Reduction:Lien processing via UETS integration shortened average turnaround time from 1.5 days to hours, enhancing legal compliance, service speed, and audit readiness.
• AI ensures consistency, traceability, and a dramatic reduction of human errors in compliance-heavy processes such as legal notifications, instruction validations, and financial classifications.
• Enhanced fraud prevention capabilities and improved anomaly detection support regulatory reporting and internal control mechanisms.

Environmental and Sustainability Impact: Reduced paper use through digital processing of instructions, check images, and financial documents. Supports the bank's "paperless banking" goals and contributes directly to long-term corporate sustainability commitments. Unlike peers who focus on visible customer-facing tools, Halkbank integrates AI in complex, compliance-sensitive back-office operations. This institution-wide approach sets a benchmark for how AI can be a driver of enterprise-grade transformation, enabling scale, quality, and regulatory alignment simultaneously.