AI Leadership and Development
- Strategic Vision: Integrating AI into organizations with a clear strategic vision.
- Decision-Making: Informed decisions about AI model deployment and success measurement.
- Communication:
Clear communication of AI benefits and limitations to stakeholders.
- Technical Expertise: Building, training, and fine-tuning AI models.
- Model Building:
Ensuring AI models are optimized and efficient.
- Problem-Solving: Troubleshooting and optimizing AI models.
- Innovation: Experimenting with new techniques to improve AI models.
- Implementation and Application: Effective application of AI models to solve business problems.
Customer Experience Improvement
- Call Center Assist: Automated assistance, contextual recommendations, and next best actions for customer service agents.
- Long-Form Answers: Utilizing LLMs to provide comprehensive answers to open-ended questions.
- Sentiment Analysis: Analyzing customer interactions to summarize positive and negative experiences.
- Omni-Channel Approach: Enhancing customer experience by summarizing and contextualizing prior conversations.
Market and Customer Sentiment Analysis
- Event-Driven Strategies: Identifying new behaviors and patterns beyond traditional methodologies.
- Trend Identification: Using LLMs to spot new trends in consumer behavior from social media.
- Sentiment Analysis: Summarizing sentiment associated with specific content.
Product Innovation and Business Process Automation
- Tailored Investment Strategies: Generating customized investment strategies using conversational text.
- Summarized Commentary: Providing auto-generated summaries of commentary on investments and portfolios.
- Data Product Generation: Efficiently producing data products from underutilized textual data sources.
Productivity Enhancement for Knowledge Workers
- HR-Bot: Accurate, human-like responses to HR-related questions.
- Information Verification: Professionals shifts focus from searching and summarizing to verifying AI-generated answers. Example applications: Financial advisors, compliance analysts, loan officers, underwriters, and salespeople.