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AI cuts tech project times from years to months, says Deutsche Bank exec

Published by Global Banking & Finance Review

Posted on June 18, 2026

3 min read

· Last updated: June 18, 2026

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Deutsche Bank Uses AI to Cut Tech Project Times from Years to Months

By Haripriya Suresh

AI Drives Efficiency and Transformation at Deutsche Bank

Accelerating Productivity and Project Timelines

BENGALURU, June 18 (Reuters) - Artificial intelligence is accelerating productivity at Deutsche Bank, enabling tasks that once took years to be completed within months, a senior executive said on Thursday.

The German lender is using AI to speed up technology projects and tackle a backlog of internal work, but it is keeping a wary eye on rising computing costs.

Impact on Project Completion

"We're seeing things that were two years that are now getting done in three to six months… we know the productivity is there," said Denis Roux, chief information officer, investment bank at Deutsche Bank, speaking on the sidelines of the bank's Bank on Tech event in Bengaluru, India. He declined to quantify the impact.

Backlogs that once took months are now being cleared in weeks, Roux said, adding, "All I'm hoping to do is use these tools to continue to make things more efficient."

Deutsche Bank’s Tech Workforce and Global Strategy

The bank has around 9,000 employees in its technology function in India, accounting for about 45% of its global tech workforce. Global firms are increasingly using their Indian hubs for higher-value functions, including finance, software development and R&D.

Managing AI Costs and Usage

Cost Control and Pricing Models

Still, managing the cost of AI adoption is a priority as providers move to usage-based pricing models, Roux said, likening it to the discipline companies developed during their move to cloud computing.

AI firms such as Anthropic and OpenAI are increasingly ​shifting to token-based pricing that charges customers based on usage, instead of a ​subscription-based service.

Token Allocation and Value Demonstration

Engineers at Deutsche Bank are allocated quotas for tokens and can request additional capacity but have to demonstrate value, with learnings then shared across the organisation, Roux said.

"We monitor the usage patterns… we don't want to slow people down and want them to keep going, but we also want to get a return," he said.

AI Applications and Cautious Deployment

Automating Financial Data and Risk Analysis

The bank is also developing AI tools to automate tasks like extracting and analysing financial data, as well as applications that link external events such as geopolitical or market developments to its portfolio to understand exposure.

Balancing Innovation with Prudence

Roux said the bank remains cautious about deploying AI for everything, using simpler models for routine tasks and also assessing where traditional solutions may be more effective.

(Reporting by Haripriya Suresh in Bengaluru; Editing by Vijay Kishore)

Key Takeaways

  • AI adoption at Deutsche Bank is dramatically boosting productivity: projects once taking two years now take just three to six months, and backlogs that took months are now resolved in weeks.
  • The bank manages rising AI costs by enforcing token quotas for engineers, requiring demonstrated value before granting more, akin to cloud cost discipline.
  • Deutsche Bank is deploying a range of AI tools—from automating financial data extraction and analysis to linking portfolio exposures with real‑world events—while cautiously using simpler models for routine tasks where traditional methods may suffice.

Frequently Asked Questions

How is Deutsche Bank using AI to improve productivity?
Deutsche Bank is leveraging AI to accelerate technology projects and clear internal backlogs, reducing timelines from years to months.
What types of tasks is Deutsche Bank automating with AI?
The bank is developing AI tools to automate extracting and analysing financial data, and applications that link external events to its portfolio.
How does Deutsche Bank manage the costs of AI adoption?
Deutsche Bank monitors AI usage with quotas and a usage-based pricing model, ensuring value is demonstrated before allocating more resources.
What is the size of Deutsche Bank's technology workforce in India?
Deutsche Bank has around 9,000 employees in India, making up about 45% of its global tech workforce.

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