The year over year decline in non GAAP EBITDA as a percentage was largely due to a combination of decline in gross margins, increase in operating expenses related to acquisitions and investments into our sales organization. Our GAAP net income in the 4th quarter totaled 2,900,000 or 0.04 dollars based on basic share count of 75,700,000 shares compared to the 3rd quarter income of 700,000 or 0.01 dollars based on a basic share count of 75,500,000 and a loss of 6,700,000 or 0.09¢ per share based on 74,000,000 basic shares in the year ago quarter. The year over year increase in GAAP net income was largely due to lower levels of stock based compensation and significant decrease in geographic reorganization costs. On a non GAAP basis, in the Q4, our non GAAP net income was $5,700,000 or $0.07 per share based on 78,000,000 diluted shares compared to the Q3 non GAAP net income of $5,900,000 or $0.08 per share based on 77,300,000 diluted shares and $10,500,000 or $0.14 per diluted share based on 76,500,000 diluted shares in the year ago quarter. On December 31, 2023, our cash and cash equivalents totaled 257,200,000 up from $253,700,000 in the Q3 of 2023.