Category: Industry News

From the Cloud Back to the Server Room: The Return of Enterprise AI Infrastructure At the end of 2025, a manufacturing client in Beijing with annual revenue of RMB 300 million came to us, saying they planned to migrate their AI quality-inspection model from the cloud back on-premises. “The monthly inference bill costs more than the combined salaries of three of our engineers,” said Lao Zhang, the technical lead, counting on his fingers, “and GPU utilization is still under 30% — such a waste…

Don’t rush to place the purchase order—the policy window is narrower than you think. Last week, after completing an IT audit for an auto parts manufacturer in Shunyi, the owner’s first words were, “We’ll wait until Xinchuang products mature before switching.” He understood “waiting” as two years; I told him that adaptation and validation of core systems must be finished by the end of this year. Domestic substitution is not a multiple-choice question—it is a countdown. The goal of full completion across Party and government agencies by 2027 has long been…

The true face of the four major vendors: it’s not about choosing the best, it’s about choosing the most suitable. Last year I helped an e-commerce startup in Wangjing with an IT assessment. They opened by asking, “Is Alibaba Cloud or Tencent Cloud better?” I countered with three questions: How many people are on your technical team? Is your business mainly in the north or nationwide? Will you go overseas within the next three years? Their CTO was caught off guard — they hadn’t thought any of this through. When SMBs choose a public cloud…

The “evolution” of phishing attacks: why traditional defenses are failing. Before 2019, phishing emails were fairly easy to spot: grammar errors, unknown senders, .exe attachments. For most enterprise mail administrators, a spam filter alone was enough to block the bulk of attacks. But after 2024, attackers have learned enterprise defense playbooks inside out. They no longer mass-send — they target specific roles with tailored attacks. This shift…

Last week I visited a machinery parts factory in Shunyi for a follow-up. The owner told me their R&D department adopted three AI-assisted design tools this year, and now the finance clerk Xiao Zhang’s ERP system takes 20 seconds to open. It sounds absurd, but I have run into similar situations at least seven or eight times in the past six months. AI tools themselves do not consume much local resources, but they sharply raise network dependency—egress bandwidth, API response, cross-border data transfer, cost…

Which companies are eligible to apply for the 2026 Beijing digital transformation subsidy? The 2026 Beijing digital transformation subsidy mainly targets small and medium-sized enterprises, with annual revenue thresholds mostly set between RMB 5 million and RMB 200 million. Companies above that range either fail to qualify or are classified as large enterprises, where competition is intense. A Shunyi manufacturing client I handled last year had annual revenue of RMB 18 million, which put it right at…

The remote access paradigm shift: VPN is on its way out. Last month, during a routine inspection at a design firm in Wangjing, their IT lead Lao Zhou vented to me: “We’ve been using that VPN for nearly eight years. With more and more staff working from home, opening a single design file takes half a minute — everyone’s patience is worn thin.” I could relate all too well. Last year we ran VPN replacement projects for three clients, all triggered by the same problem…

Starting with three clients that got hit — In Q1 this year we handled three ransomware incidents: one through RDP brute force, one through a phishing email, and one where a backdoor was planted during a vendor’s remote maintenance session. The attack paths in all three cases can almost be strung together into a textbook intrusion chain. During the post-incident reviews, every client asked the same question: “Our firewall was on the whole time — how did they get in?” The answer is usually that the attacker never came through the front door; they…

Entering 2026, digital transformation is no longer a question of whether companies “should do it,” but a question of survival: how to do it, and how fast. From government work reports to industry white papers, “new quality productive forces” and “digital-intelligence integration” have become high-frequency keywords. Yet for the small and medium-sized enterprises that account for half of China’s total economic output, the biggest obstacle to digital transformation is not technology itself, but the cost of IT infrastructure investment and