What we’re seeing in enterprise AI, manufacturing, and multilingual websites — with numbers, sources, and the caveats that matter.
Tencent, Intercom, and Zendesk list prices, a 10-seat/100,000-conversation model, per-resolution maths, and acceptance checks.
Read the article 12 min readResearch, numbers, and the boundaries behind them.
2025–2026 21 articles
A 300,000-question cost example, the six budget lines that matter, permissions, evaluation, and when a lightweight RAG product is enough.
Why a camera and an algorithm are not enough: the cost blocks behind a quote, a repeatable ROI model, defect-specific acceptance metrics, and POC exit criteria.
What the 2026–2028 targets mean, who can use the zone's four vouchers, what they offset, and how a RMB 1 million project actually calculates.
SAP ECC mainstream support ends in 2027 and some Kingdee versions are already out of support. A five-year TCO test for keeping, extending, or replacing ERP.
Language architecture, hreflang, local proof, and a realistic first-year budget for a three-language manufacturing website.
Public prices for Feishu, DingTalk, WeCom and WorkBuddy, a 100-person TCO example, five selection boundaries, and the procurement questions to ask.
What China's May 2026 agent implementation opinion requires: decision authority, tool limits, supply-chain security, and a buying checklist.
A five-stage path from POC to production, 200–500 evaluation cases, seven acceptance metrics, hidden costs, and the contract terms that matter.
LangChain and Splunk data on production adoption, evaluation gaps, cost per task, and a quarterly review that ends in expand, stop, or fix.
Four platforms across three layers. Compare deployment boundaries, agent orchestration, ERP integration, pricing, and lock-in before you choose.
Three first-year budget tiers, five cost lines, a five-year TCO model, and the hidden costs that decide an ERP, MES, and OA integration project.
China's 2027 AI targets, Q3 investment data, 2027 budget signals, and the manufacturing scenarios that are ready now, and those that are not.
Three budget tiers, seven cost lines, GPU sizing, API break-even, and the three costs manufacturers most often miss.
Template, custom, and high-end budgets; five hidden costs; five-year TCO; and the contract terms that prevent cheap signing and expensive delivery.
A 2026 checklist for 301 mapping, content freeze, launch checks, and four-week review, with official Baidu and Google rules for site moves.
AI search, multilingual sites, Core Web Vitals, budget priorities and a practical pre-launch checklist for B2B corporate websites in 2026.
Crawling, indexing, helpful content, structured data, internal links and a 90-day plan, based on Google, Bing and Baidu guidance. No ranking promises.
A practical guide to positioning, story, visual identity, and consistency for SMEs selling products that look much like everyone else's.
Core Web Vitals thresholds, LCP and INP fixes, CLS traps, seven supporting metrics, and the practical audit stack we use before launch.
Why self-built software is not automatically cheaper, and SaaS is not automatically cheaper either. A five-year TCO model for enterprise systems.
Digital transformation is not a software purchase. A practical path through customer data, internal knowledge, marketing automation, and the pitfalls.
We publish more manufacturing and AI research in Chinese. Read the Chinese archive →