AICycle outcome cases
This list keeps the cases that still belong to the AICycle outcome ladder. Migrated B2B enterprise AI cases now live under ZhenheAI.
AffTrack.my: Affiliate Marketing Tracking System for Shopee & Lazada Sellers in Malaysia
Coupon codes replace cookies for reliable affiliate tracking on Shopee/Lazada. Simulated: 1-dev bootstrap, 3-month MVP, MYR 2,980 MRR target.
Malaysia Cross-Border Medical Tourism Commission Tracking: From 60-Day Payouts to 15 Days
Commission management SaaS for Malaysian medical tourism agents. Cuts payout time from 60 days to 15, recovers 30-40% missed add-on revenue.
Land Permit Document Automation: AI Deep Research and Market Validation Strategy
13 AI researchers analyzed land permit automation and produced a soil-and-water review assistant strategy plus a 4-week validation plan.
ONE-WAY Health Supplements: AI Research Team Analysis for Content Marketing Operations
AICycle 13 AI researchers analyzed a supplement brand and produced a full content marketing strategy, financial model, and debate-backed plan.
Plant-Based Nutrition Brand Content Operations Strategy: Compliance-Led Three-Stage Growth Plan
13 AI researchers analyzed the plant protein supplement market and produced a compliance-first content strategy and phased collaboration plan.
Saw Blade Maintenance Management System: AI Research from Market Gap to MVP Roadmap
13 AI researchers and 4 structured debates designed a saw blade maintenance system, covering market validation, tech stack, business model, and MVP roadmap.
How an AI Research Team Debates Its Way to Better Strategy: 4 Key Debates for a Respirator Brand
How 13 AI researchers resolved divergent views through four structured debates on revenue, business model, team size, and marketing priorities.
Respirator Brand Deep Research: Black Ant Industrial Market Analysis and Strategy Recommendations
13 AI researchers and 4 structured debates analyzed Taiwan's respirator market, including competition, business model, marketing, and a 12-month roadmap.
Respirator Brand Marketing Playbook: SEO, Social, and Ads Working Together
A complete digital marketing strategy for a Taiwan respirator brand, covering SEO keywords, social positioning, ads, budget allocation, and KPIs.
Accounting Firm AI Document Review: Contract Processing from 2 Hours to 15 Minutes, 90% Fewer Errors
Multi-office accounting firm deployed AI document review, cutting contract processing from 2 hours to 15 minutes with 90% fewer errors.
Cross-Border Fashion Brand AI Content Factory: 80% Cost Reduction, 150% SEO Traffic Growth in 3 Months
Fashion e-commerce brand deployed an AI content factory for multilingual SEO articles and ad copy, cutting costs 80% and growing traffic 150%.
Precision Machinery AI Knowledge Base: Digitizing 30 Years of Repair Expertise, 40% Faster Resolution
A 50-person precision machinery manufacturer digitized 30 years of repair manuals and expert knowledge into an AI system, cutting repair time by 40%.
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Larger strategy, cross-functional implementation, and migrated B2B cases are handled by ZhenheAI.