It's the key to building greater competitiveness for the future, Since Q2, we've deployed an intelligent assistant across a wide range of daily workflows, cutting costs, shorting cycles, and improving quality. This AI-driven approach has already delivered tens of millions of RMB in savings across travel, documentation, hiring, testing, coding, and more.

Nov 11, 2025 / receipt, needs a key / Andrew Fan, CFO | earnings call 2025-11-11 | transcript 86fdef9a-de7e-4869-8154-c15222418fac | chars 11023-11378 | segment 11

For year 2025, we have committed to take more active expense management to ensure a better efficiency and financial discipline.

Nov 25, 2024 / receipt, needs a key / David Lee, other | earnings call 2024-11-25 | transcript 56f59318-115d-4acb-99af-b9079bc983e6 | chars 33540-33667 | segment 33

And for the fourth year, I think the operating expense overall for the entire year will be very healthy, and we are adopting very effective expense management on this. So we are expecting, conservatively guiding, we will be having 10% to 15% of operating expense increase And that will be coming from around 10% to 15% increase from the R&D. I think GMA will be relatively stable, and sales and marketing account for another 10% or 15% of increase.

May 21, 2024 / receipt, needs a key / David, CEO | earnings call 2024-05-21 | transcript e17bb7cd-50a5-454e-b6a4-fc70cf694f1c | chars 29513-29961 | segment 29