We using a layered architecture following best practices and have guardrails, observability and evaluations of the AI processes. We have pilot programs and internal SMEs doing thorough testing before launch. It’s modeled after the internal programs we’ve had success with.

We are doing this very responsibly, and deliver a product our customers are asking, with the tools to help calibrate minor things based on analytics.