Challenges in Financial Planning
The Role of RPA and AI
Difference Between RPA and AI in Finance
RPA (Robotic Process Automation)
- Function: RPA automates repetitive, rule-based tasks. It is designed to handle structured data and execute predefined processes.
- Use Cases: Data entry, transaction validation, report generation, record updates, email automation, and appointment scheduling.
- Strengths: Increases efficiency and reduces errors in mundane tasks, freeing up human workers for more strategic activities.
AI (Artificial Intelligence)
- Function: AI performs tasks that require human-like intelligence, such as learning, reasoning, and decision-making. It handles unstructured data and can adapt to new situations.
- Use Cases: Financial analysis, forecasting, sentiment analysis, image and chart recognition, and generating natural language summaries.
- Strengths: Provides deeper insights, enhances decision-making, and can learn from data to improve over time.
Benefits of Combining RPA and AI
By combining RPA and AI, financial planners can achieve what Gartner calls “hyper-automation” – in which entire processes, not just tasks, are automated. This can result in improved efficiency, accuracy, speed, compliance, and customer satisfaction.
Here are some examples of how RPA and AI can work together to transform a financial planning business digitally:
Data Collection and Integration
Financial Analysis and Forecasting
Financial Advice and Reporting
RPA can automate the process of generating customised financial plans and reports for each client based on their preferences and needs. AI can then enhance the quality and relevance of the financial advice and reporting by using NLP to generate natural language summaries, explanations, recommendations, etc. This can help financial planners to communicate effectively with their clients and provide them with actionable insights.
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These are just some of the ways in which combining RPA and AI can digitally transform a financial planning business. However, there are many more possibilities and benefits that these technologies can offer. By embracing RPA and AI, financial planners can not only automate their mundane tasks but also augment their capabilities and value proposition. This can help them to stay ahead of the competition and deliver better outcomes for their clients.
With VBP, we can help you navigate this transformation and achieve hyper-automation in your financial planning business.