We need 70% less coders from third parties to code as the AI handles most of the coding, the human only needs to look at the final 30% to validate it, that's a big savings for the company moving forward.
Second things like call centers, the language models have become so sophisticated now. They can operate in multiple languages, 14, 15 languages easily. In the past, that hasn't been something we can do. So we can redeploy people off that given that the AI can do it. You heard my advertising example last quarter where advertising cycle times moved from four to five months down to a couple of weeks. So that's obviously reducing spend with third parties. We've now got Gen AI in the hands through Microsoft Copilot across many, many parts of the business and we'll continue to update you with anecdotes as we go through.
