Case Studies
How teams choose, roll out, and standardize AI tools — with the process, not just the praise.
20-Person Boutique Law Firm: AI Contract Review Cuts 4 Hours to 1, 85% Accuracy
A 20-person Beijing law firm used Claude API + custom review templates for contract first-pass review. Review time dropped from 4 hours to 1, with 85% accuracy on AI-flagged risks. Three pitfalls: hallucinated citations, data security, and silent clauses.
Tile Dealer Uses AI Short Videos: From Zero to 30 Daily Leads in 3 Months
A Chengdu tile dealer used ChatGPT for scripts, Kling AI for visuals, and Jianying AI for editing to go from zero followers to 32 daily leads on Douyin and Xiaohongshu in 3 months. Monthly deals jumped from 6 to 15. Monthly tool cost: just 360 RMB. Two pitfalls: platform-specific content logic mismatch, and AI visuals looking too fake.
Independent Artist's AI Solo Exhibition: Zero Budget, 1 Million Views in a Week
Independent artist Li Ran used Runway to animate oil paintings, Midjourney for derivative works, and ChatGPT for exhibition text, building a zero-budget digital solo show. Hit 1M+ views in a week, went from 300 to 23K Xiaohongshu followers, received gallery invitations, and sold 17 derivative prints in week one.
Building Materials Trade Show Company Uses AI for 3D Renderings: 10x Speed, 80% Cost Cut
A building materials trade show company in Foshan replaced 3ds Max manual rendering with Midjourney V8.1 + ComfyUI. Booth renderings: 3 days to 2 hours, per-image cost 800 RMB to 60 RMB, 12 new clients in 3 months.
798 Gallery Uses AI for Art Authentication and Client Matching: 3 Months, Double the Closing Rate
A mid-sized gallery in Beijing's 798 used GPT-5.6 + Midjourney V8.1 to transform art authentication and collector matching. In 3 months: closing rate 12% to 25%, authentication reports 2 days to 2 hours.
Furniture Brand Cut 90% of Photography Costs with AI — After 3 Painful Mistakes
A Nordic solid wood furniture brand used Midjourney V8.1 + ComfyUI to replace 80% of real photography, cutting annual photography costs from ¥400K to ¥40K, 4x faster product launches. 3 mistakes: AI invented product forms, inconsistent style, clients questioned authenticity.
4-Person Foreign Trade Team: AI Pulled Inquiry Conversion from 8% to 23%, Clients Never Noticed
A 4-person building materials export team used ChatGPT, Claude, Midjourney, and HeyGen to pull inquiry conversion from 8% to 23% in 3 months — clients never noticed AI was involved.
Apparel E-commerce InStyle Slashes Model Photography Costs by 90% via Midjourney
Traditional fashion photography requires expensive models, studio rentals, and weeks of waiting. InStyle utilized Midjourney for AI model generation and background rendering, reducing product photography budgets by 90% and acceleration launch cycles.
PixelProto Studio Scales Game Asset Production by 500% with Stable Diffusion
Art asset creation is the most budget-consuming part of indie game development. PixelProto deployed Stable Diffusion locally and trained custom LoRA models, boosting conceptual art production by 500% and shortening R&D by 6 months.
InsightCorp Enhances Research and Reporting Workflows by 300% via Notion AI
Consultancies deal with overwhelming volumes of market data and internal records daily. InsightCorp deployed Notion AI to streamline data synthesis and report drafting, accelerating overall knowledge workflows by 300%.
CloudScale Accelerates Global Growth via Jasper-Generated SaaS Marketing Copy
The hardest part of global SaaS expansion is drafting high-converting marketing copy. CloudScale adopted Jasper to fine-tune brand voice and generate high-intent Google Ads and blog content, slashing acquisition costs by 40%.
EduGlobal Cuts Video Production Budgets by 80% via Synthesia AI Avatars
Global vocational education suffers from high multi-language video production barriers. EduGlobal utilized Synthesia's AI avatars to instantly convert training scripts into HD videos across 20 languages without live shoots.