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Yash Singh Ramgadiya

Project overview

Organisation
Burda Luxury
Role
Analytics Lead
Period
Jul 2023 - Jul 2024

LLM-assisted Reporting Automation

AI-enabled workflow automation for recurring reporting, with human validation and analytical governance, that reduced recurring reporting effort by approximately 30% and cut turnaround from up to a week to hours after source refresh.

~30%reduction in recurring reporting effort

Generative AIReporting AutomationAnalytics Operations

Context

Recurring reporting consumed analyst time every cycle and could take up to a week to turn around after source data refreshed, delaying decisions that depended on it.

My Role

As Analytics Lead I introduced LLM-assisted automation into the recurring reporting workflow, positioned as AI-enabled workflow automation with human validation and analytical governance rather than unattended generation.

Approach

  • Automate the repeatable parts of recurring reporting with LLM assistance.
  • Keep analysts in the loop to validate outputs before they reach stakeholders.
  • Anchor automated outputs on governed metric definitions so automation does not erode consistency.

Business Impact

  • Approximately 30% reduction in recurring reporting effort.
  • Turnaround reduced from up to a week to hours after source refresh.

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