Purva Porwal

Purva Porwal

AI/ML Manager - Architect

About

Purva Porwal is AI/ML Manager & Architect at State Street Corp with decade of experience in the tech industry. Primarily contributing in  various enterprise AI solutions design, Conversational AI and Natural Language Processing, she has driven impactful innovations across key industries such as finance and telecommunications. Her passion lies in harnessing AI’s potential to create meaningful transformation, and is constantly exploring emerging technologies in the field. Beyond her technical expertise, Purva is an active mentor, supporting and inspiring future professionals in the AI space. She plays an integral role in the AI community, contributing to thought leadership and fostering collaborative progress.

It's the Friday afternoon task every analyst knows. You've been handed a messy folder full of Excel files, and by the end of the day, your manager expects a clean, board-ready presentation. 

In this live challenge, three panelists each work with a different AI coworker. Starting with the exact same folder and the same business brief, they have about 15 minutes to complete the same task using nothing but plain-English instructions. 

The task: Organize the folder, identify and clean the relevant data, analyze the sales workbook, reconcile the numbers against a target finance figure, and turn the results into a polished executive presentation. Along the way, the AI coworker must make sensible decisions, ask for confirmation before destructive actions like deleting files, handle ambiguous requests, and explain what it cannot determine instead of making things up. 

Every step happens live. You'll watch each AI coworker inspect and organize files, clean messy spreadsheets, work through incomplete and imperfect data, create charts, and build a leadership-ready presentation. Once all three have finished, the panelists compare their experiences and discuss where each AI coworker succeeded, where it struggled, and when human oversight was still essential. 

The question for the room is simple: Are today's AI coworkers ready to independently handle real business workflows, or do they still need a human guiding them every step of the way?

WHAT YOU'LL SEE 

  • Three AI coworkers tackle the exact same business task, starting with the same messy folder and the same brief.  
  • A real workflow unfold live, from organizing files and cleaning spreadsheets to building a board-ready presentation.  
  • How each AI coworker interprets plain-English instructions, handles ambiguous requests, and makes decisions when the data isn't straightforward.  
  • Trust-critical moments in action, including asking for confirmation before deleting files, reconciling numbers against finance targets, and flagging missing information instead of guessing.  
  • A side-by-side comparison of each AI coworker's reasoning, reliability, and quality of output. 

 

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