These tools are mostly determistic applications following the same methodology we've used for years in the industry. The development cycle has been accelerated. We are decoupled from specific LLM providers by using LiteLLM, prompt management, and abstractions in our application.

Losing a hosted LLM provider means we prox6 litellm to something out without changing contracts with our applications.

What are your plans when the Internet stops existing or is made illegal (same result)? Or when....

They are not going away. LLMs are already ubiquitous, there is not only one company.

We use 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 for, with the tools to help calibrate minor things based on analytics.

We take data governance and security compliance seriously.