Now turning to my final topic, our financial guidance. For the Q2, we expect revenue between $81,000,000 $83,000,000 and adjusted EBITDA between $8,000,000 $10,000,000 On a sequential basis, our revenue guidance reflects the slower implementation times Chris discussed earlier. Adjusted EBITDA in the 2nd quarter is being impacted by the lower revenue and our typical annual user conference expenses of approximately $2,000,000 For the full year, as Chris explained, we are initially anticipated to 2024's revenue, but they do increase our visibility into 2025 revenue. In terms of adjusted EBITDA for the full year 2024, we believe our initial range is still achievable as a result of the incremental $8,000,000 of annualized savings I discussed earlier, of which we can realize at least half this year as this work is already underway. Given these factors for the full year 2024, we now expect revenue of $330,000,000 to 340,000,000 dollars down from $340,000,000 to $350,000,000 and adjusted EBITDA to remain unchanged from prior guidance at $45,000,000 to 50,000,000 dollars I'm very proud of all the work my team has done since coming on board and pleased with our progress.