
Financial Data and Key Metrics Changes - Q4 2024 revenue reached $59.2 million, a year-over-year increase of 127%, exceeding guidance of $52 million to $55 million [7][34] - Adjusted EBITDA for Q4 was $14.1 million, or 23.9% of revenue, a 231% year-over-year increase [8][36] - Full year 2024 revenue was $170.5 million, up 96% from 2023, with adjusted EBITDA of $34.6 million, or 20.3% of revenue, a 250% increase year-over-year [8][36] - Cash position at the end of Q4 was $46.9 million, up from $13.8 million at the end of 2023 [9][39] Business Line Data and Key Metrics Changes - Revenue from the largest big tech customer grew by 8% sequentially from Q3 to Q4 2024, while aggregate revenues from other seven big tech customers grew by 159% [14][93] - Adjusted gross margin for Q4 was 48%, a 4% sequential increase from Q3, driven by strong project margins and cost optimization efforts [35][36] Market Data and Key Metrics Changes - The company anticipates a cumulative $325 billion in capital expenditures from major tech companies in 2025, indicating strong market demand for AI-related services [17][18] - The enterprise market is expected to see rapid adoption of generative AI, driven by hardware optimization and advancements in AI technologies [26][28] Company Strategy and Development Direction - The company is focused on providing data engineering services to big tech companies for developing generative AI models, with a strong emphasis on expanding customer relationships and diversifying revenue streams [12][16] - The strategy includes both services and platforms, with a goal to be a go-to partner for enterprises seeking to implement generative AI technologies [15][16] - The company plans to reinvest a portion of its cash from operations into strategic hires and product development to support long-term growth [29][40] Management's Comments on Operating Environment and Future Outlook - Management expressed confidence in achieving 40% or more revenue growth in 2025, supported by strong business momentum and customer demand [12][92] - The macro environment is favorable, with big tech companies increasing their capital commitments to AI, which is expected to benefit the company [94] Other Important Information - The company has not drawn on its $30 million credit facility, indicating a strong liquidity position [39][95] - The effective tax rate for 2024 was approximately negative 17.1% due to the utilization of accumulated net operating losses [38] Q&A Session Summary Question: Future outlook for the seven other big tech customers and pilots - Management indicated that pilots are coming from both additional big tech customers and a large-scale enterprise deal currently in pilot stage [44][45] Question: Duration of the largest customer relationship - Management explained that there is a significant amount of additional data needed for future models, indicating a long-term opportunity for growth [47][50] Question: Opportunities with open vs. closed models - The company sees opportunities in both open-source and closed-source models, focusing on data engineering to help enterprises manage their data [55][56] Question: Potential for gross margin expansion - Management expects to target around 40% adjusted gross margin for new opportunities, with potential for higher margins as new customers are won [70][71] Question: Investment plans and EBITDA growth - The company plans to invest primarily in people and operational excellence while aiming to exceed 2024's adjusted EBITDA [73][76] Question: Need for expanding headcount - Management clarified that expansion is necessary to prepare for future growth and to seize opportunities in the market [80][82] Question: Stress level regarding cash position - Management feels well-positioned with a strong cash balance and undrawn credit facility, forecasting significant free cash flow generation [89][90]