Objective

Build an AI-powered Financial Assistant that helps finance professionals stay informed, conduct research, prepare for meetings, and make better decisions through natural conversations inside Telegram.

🎯 Overview

Finance professionals spend a significant portion of their day switching between different applications to track market activity, research companies, read financial reports, monitor news, prepare for meetings, and organize information.

This constant context switching leads to information overload, missed opportunities, repetitive research, and unnecessary manual work.

The objective of this challenge is to simplify that experience.

Build an AI-powered Financial Assistant that lives inside Telegram and feels less like a chatbot and more like an experienced financial analyst that users can interact with naturally throughout their day.

The assistant should understand context, remember previous conversations, provide proactive intelligence, and help users quickly find the information that matters most.

Rather than trying to build every possible feature, focus on creating an experience that professionals would genuinely want to use every day.

💡 Design Principles

The objective is not to build the assistant with the largest number of features.

Instead, focus on building an assistant that consistently saves users time and improves their daily workflow.

When making product decisions, keep these principles in mind:

• Every interaction should reduce manual work.
• Responses should be concise and immediately useful.
• Prioritize quality over feature count.
• Surface information that actually matters instead of summarizing everything.
• The assistant should feel conversational rather than command-driven.
• Product thinking and user experience are more important than implementing dozens of integrations.