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Digital Assistant
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Problem Statement

Business leaders need an efficient, comprehensive way to monitor the financial health of their organization daily.
They require a system that allows them to quickly identify areas of concern, such as missed growth opportunities or profit leakage, and can take action for potential impact.

User Research

Conducted couple of one-to-one user interviews with senior executives to validate the business goal and to gain more insight about user’s pain points, preferences, and challenges which lead to more candid and useful feedback.

Collaborated with key stake holders from business - the CTO and the head of Data Analytics to share user research findings and insights, ensuring alignment on the problem we're solving.

Affinity Mapping

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Persona

How Might We

Quick summary

How might we provide business leaders with real-time insights into their organization's financial health?
How might we simplify the daily monitoring of key financial metrics for business leaders?

Areas of Concern

How might we help business leaders quickly identify missed growth opportunities in real-time?
How might we provide a system that highlights critical areas of concern without overwhelming them with data?

Action for Impact

How might we enable business leaders to take immediate, impactful actions based on identified issues?
How might we create a system that prioritizes actionable insights over raw data?

Information Architecture

Attributes for each Company

Aggregated Opportunity

Total Revenue
Number of Orders
Orders Impacted
Total Opportunity

Organization Summary

Number of Orders
Basis ($/Order)
Total Opportunity

Organization Order Details

Order Number
Date
Order Value

Wireframe

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Data Visualization Explorations

(This exploration is based on key stakeholders request though high-fidelity is not ideal approach for exploration)

Final Design

© 2025 by Dagindra Meher

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