Creating Value From AI:
Cost reduction by automating customer interactions
Cost reduction by automating Coding and Testing
- Increasing efficiency using AI-based marketing and content generation
- Increasing innovation through AI awareness
Challenge – Bad Data and Hallucinations:
The complexity of enterprise data environments makes it difficult for the Large Language Models (LLMs) to process and understand what data can be trusted. If bad data is fed to LLMs, the result can lead to hallucinations and inaccurate results. Preventing hallucinations can allow AIs to become effective in creating value.
How Global IDs can help to Increase Trust in AI:
Using Global IDs solutions, enterprise data can be organized so the LLMs can focus on a large variety of problems. Starting with business taxonomy, Global IDs can prioritize areas of the business where the most value can be created and can ensure that those areas have clean data to feed the LLMs. This results in LLM efficiency and reduces spurious results (hallucinations).