2025년 7월 7일 월요일

★ 20 Ways to Generate Stock Investment Profits with AI - 5. Leveraging Robo-Advisors and Chatbots

 

5. Leveraging Robo-Advisors and Chatbots

Introduction
Robo-advisors like Betterment and Wealthfront automate portfolio management at low fees. You can also build custom AI chatbots to deliver personalized financial advice.

Capabilities

  • Risk Profiling: Interactive questionnaires plus behavioral data to gauge risk tolerance.

  • Portfolio Construction: Curated ETF baskets aligned with user goals.

  • Tax Optimization: Automated tax-loss harvesting.

  • Rebalancing Alerts: Notifications when allocations drift.

DIY Chatbot Guide

  1. Infrastructure: Use Dialogflow or Rasa for intent management, integrate Plaid for account linking.

  2. Model Training: Fine-tune GPT-style prompts for Q&A on retirement planning, tax impact, and asset allocation.

  3. Workflow: User asks “What’s my stock/bond split?” Chatbot fetches live positions, computes drift, and suggests trades.

  4. Compliance: Implement disclaimers and ensure data security (OAuth2, encryption).

User Example
“Jane,” a 35-year-old professional, used a GPT-chatbot to rebalance her portfolio quarterly, saving 0.6% annually in fees compared to her previous advisor.

Conclusion
By combining robo-advisor efficiency with conversational AI, you can democratize financial planning and deliver tailored advice at scale.

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