The Present and Future role of AI

-What we're seeing right now is the emergence of standards. Think "API for AI" - were starting to see the adoption of model context protocols like A2A (Agent to Agent). So as we move forward we are weaving our tools into the systems of our customers.

-Where is AI going to help our business be more efficient? - How do we manage end to end workflow in what has historically been a workplace with a series of silos? Building language models helps us build end to end without being subject matter experts.

-The superpower is no longer coding ability its knowing how to write the prompt and the logic involved in that request. Typically, time is the ultimate constraint in a project. Most elements of execution are tasks that detract from ideation.

-A sandbox environment can help generate a safe place for you and your customer's data. Internal and External policies are necessary as safeguards in order to do these tests. The most integrator friendly AI engine/model is a matter of client comfort.