Making Enterprise GenAI Safe and Effective - Tools and Approaches

AutoAlign CTO Rahm Hafiz and Co-Founder Dan Adamson discuss methods for deploying Generative AI (GenAI) safely and effectively within enterprises. They explore approaches like fine-tuning, moderation guardrails, and the use of 'sidecars.' The presentation highlights how a sidecar system can act as an automated guardrail, dynamically interacting with LLMs to ensure safety, effectiveness, and compliance without requiring constant model retraining. The speakers demonstrate practical examples of mitigating issues such as hallucinations, data leakage, and biases, showcasing how their platform can increase both the safety and utility of GenAI models. They also touch upon customizability, privacy concerns, and the integration of these safety measures into Retrieval-Augmented Generation (RAG) systems.