respond to the following post with insight and a question: Looking at Audio Partners projections a few parts stood out. First, the sales revenue begins to plateau right after year three. Similarly, the y-y production follows a similar path of steadily decreasing right around the same time frame. This we need to look further what could be the effect of this. Could be due to external factors like competitors joining the market. Or could be an internal adjustment such as minimizing unnecessary expenses or creating a more effective manufacturing system, etc. With that, the headcount of employees grows right around that 3 year mark that revenue and production decreases. With salaries being a fixed cost and revenue not growing like we saw year 1-3 this expense could be reduced as it has been shown the headcount around 200-250 looks to be effective. Another warning sign are the high yield losses. It continues to increase then maintains a 99% projected yield loss. This shows us there is high risk to loss or waste products during the manufacturing process. We would need to catch this earlier than later to find the source and allow time to pivot. One of the most consequential