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Driving Financial Excellence Through Comprehensive Support for a Global Financial Data Leader

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Business Situation

  • A global financial market data provider sought an implementation partner who could transition its process while maintaining high-quality assurance and strict timeline adherence. ​
  • The client required expert assistance for its onboarding and migration process and needed to convert Excel financial models, currently linked to outdated and competitor financial databases, to a new system.

SGA Approach

  • Utilized SMEs: Engaged subject matter experts (SMEs) specializing in database Excel add-ins.
  • Optimized Solutions: Enhanced solutions for client database add-ins to improve efficiency.
  • Categorized Models: Organized models based on the effort required for each.
  • Set ETA Targets: Established the estimated time of arrival (ETA) targets for the model completion.​
  • Maintained client-specific best practices by leveraging competitor terminals and Excel add-ins. Created SOPs for stakeholder coordination, incorporating decision intelligence to refine and improve the practices.
  • Recorded and shared key challenges regularly. Kept a repository of models, tickers, and data mappings to reduce manual work.
  • Supported client onboarding and migration efforts. Converted Excel-based financial models linked to legacy and competitor databases (e.g., Bloomberg, LSEG, FactSet, S&P Capital IQ, etc.) and linked the same to the client’s latest database product offerings.

Key Takeaways

  • Efficient and relevant staffing offered technical and financial database expertise.
  • Implementing a flexible staffing model assisted in handling volume spikes and reducing efforts by 15%.
  • The creation of a reusable repository had improved turnaround time by 10%.​
  • Improving ETA communication enabled the client to be informed when each model conversion would be complete within the first 24 hours of process commencement.​
  • Maintaining a 3-day TAT with 99% quality scores was achieved.​
  • Client onboarding time decreased to 3 days, which boosted satisfaction by 20% and efficiently migrated over 10,000 users.

Related Tags

AI - Artificial Intelligence BFSI Data Exchanges Research Services Tech

About SG Analytics

SG Analytics (SGA) is a leading global data and AI consulting firm delivering solutions across AI, Data, Technology, and Research. With deep expertise in BFSI, Capital Markets, TMT (Technology, Media & Telecom), and other emerging industries, SGA empowers clients with Ins(AI)ghts for Business Success through data-driven transformation.

A Great Place to Work® certified company, SGA has a team of over 1,400 professionals across the U.S.A, U.K, Switzerland, Poland, and India. Recognized by Gartner, Everest Group, ISG, and featured in the Deloitte Technology Fast 50 India 2024 and Financial Times & Statista APAC 2025 High Growth Companies, SGA delivers lasting impact at the intersection of data and innovation.

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