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Financial Services Group Translated 3,000+ Investor Documents Without Losing Speed or Accuracy

Devnagri Team
Published: 18 August 2025
Last Edit: 18 August 2025
5 min read
Financial Services Group Translated 3,000+ Investor Documents Without Losing Speed or Accuracy

About the customer

Our customer is a diversified Indian financial services company. They support millions of customers around the country with equities research, asset management, and consulting activities. Every piece of information they send out, whether it's a compliance circular, a quarterly outlook, or a new product brochure, has to be clear, on time, and correct.

The Challenge

The company was facing compliance challenges related to local language adherence. Compliance notes and KYC updates had to be available in multiple Indian languages, sometimes within hours of the English version going live. On the other side, their workflow was heavily manual. Teams were sending documents over email, spreadsheets were being used to track progress, and deadlines were always tight.

The old system was overwhelmed by the 2,500+ pages that came in every quarter. Even small mistakes in financial terms or a delay of a day could put a corporation at risk.

Solution

Instead of asking them to change everything, we plugged into their existing system.

We set up an AI-powered translation pipeline, trained explicitly on financial content. That meant building glossaries around industry terminology, so “P/E ratio” or “yield curve” would never get mistranslated. Every output is still passed through human experts in finance, because context is everything in this industry.

key-elements

Key Highlights

  • A translation memory that remembered recurring investor terms, cutting rework. Automated checks identified formatting errors and numbers that didn't match.
  • APIs that connected the workflow to their CRM and investor app made it faster for end users to get translated files.
  • A mix of machines for speed and volume and people for nuance.
  • Regulatory compliance baked in, aligned with SEBI/RBI requirements.

Impact

  • Reports that used to take three days were out in less than 24 hours.
  • Translation costs dropped by roughly 40%, without cutting quality.
  • The system efficiently handled 3,200+ pages every quarter without anyone scrambling.
  • Error margins fell to under 1%, thanks to automated quality checks.
  • Most interestingly, regional-language reports on their app saw 27% higher downloads, showing that investors really value localized communication.

It was about giving a financial institution the ability to keep pace with regulation, scale operations without extra overhead, and speak to investors in their own language, without ever losing accuracy.

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