Financial Data and Key Metrics Changes - Total revenue in Q3 reached $35.4 million, up 12% year-over-year, marking the fourth consecutive quarter of GAAP profitability [3][9] - GAAP net profit for the quarter was $2.7 million, with a GAAP net margin of 7.8% [3][10] - Gross margin for Q3 was 66%, slightly decreased by 0.7% year-over-year and 0.8% sequentially [10] - Operating cash flow was $0.7 million in Q3, compared to negative $4.6 million last year [11] - The company ended Q3 with $374.3 million in cash and equivalents, with a net cash outflow mainly due to share repurchase of $4.8 million [11][12] Business Line Data and Key Metrics Changes - Agora revenues reached $18.2 million in Q3, representing 15.9% year-over-year growth and flat quarter-over-quarter [9] - Shenghua revenues reached RMB 122.4 million in Q3, up 8.4% year-over-year and 6% sequentially [9] - Dollar-based net retention rate is 108% for Agora and 90% for Shenghua, marking the fourth consecutive quarter of improvement for both businesses [9] Market Data and Key Metrics Changes - Demand recovery in China is supported by stabilized regulatory environment and growth in social entertainment and education sectors [16] - In the US and international markets, live commerce demand continued its rapid growth, with other verticals also showing growth [16] Company Strategy and Development Direction - The company is significantly increasing investment in conversational AI to address challenges in voice-based human-machine interaction [3][4] - Launched conversational AI Engine 2.0, integrating advanced audio research and development to enhance user experience [4][6] - The company aims to empower the next chapter of AI innovation by building reliable and scalable voice agents [8] Management's Comments on Operating Environment and Future Outlook - Management expects revenue and net profit to continue growing on a quarter-over-quarter basis in Q4 [3] - For Q4, total revenues are expected to be between $37 million and $38 million, representing year-over-year growth of 7.2% - 10.1% [12] - Management anticipates that conversational AI will become a meaningful revenue contributor towards the end of next year [18] Other Important Information - The company repurchased 5.2 million ordinary shares in Q3, representing 1.4% of outstanding shares at the beginning of the quarter [11] - The recent Convo AI and RTE Conference attracted over 3,000 attendees, marking it as the largest gathering focused on conversational AI technology globally [7] Q&A Session Summary Question: Demand outlook and key trends in domestic and international markets - Management noted that demand recovery continues in China, with growth in social entertainment and education, while live commerce demand in the US and international markets is also strong [16] Question: Update on AI development and key scenarios for revenue contribution - Management clarified the focus on conversational AI, with call centers, education, and companionship toys showing advanced use cases [18] Question: Profitability outlook for Q4 and 2026 - Management expects GAAP operating profit in Q4, with year-over-year net income improvement anticipated for 2026 [20]