mingde.ai
№ 01CASE STUDIES

Four industries,
four enterprise-agent deployments.

From a 15-person AI robotics startup to an industrial manufacturer exporting to 20+ countries — every case lays out the old way, the SiNan way, the workflow Before/After, and the quantified business return.

Case studies
№ 02Selected Cases
01April 2026 · 7 min read

An AI Robotics Company

A 15-person embodied-AI startup runs SiNan as its "13th employee" and delivers 30-person output: 101 agent sessions spanning competitor analysis, architecture review, triage, feasibility, and marketing iteration — 300–500 senior-hours reclaimed.

Enterprise AgentSiNanRoboticsStartup
02April 2026 · 7 min read

A Finance Consulting Firm

An 80-person boutique finance advisory wires SiNan into Feishu, its project archive, and its compliance database. Industry research drops from 2 weeks to 2 days; new-hire onboarding from 6 months to 3; compliance coverage from 70% to 95%+; every call fully auditable.

Enterprise AgentSiNanFinanceKnowledge BaseCompliance
03April 2026 · 7 min read

A Cross-Border E-commerce Brand

A 300-person DTC cross-border e-commerce brand (apparel / 3C / home). Google SEO was airtight but AI search visibility was zero. A 48-hour full-site GEO overhaul plus SiNan wired into Shopify, customer support, and returns: AI visibility 0 → 85%, overseas inquiry conversion +32%, multilingual CS response time −60%.

GEOEnterprise AgentCross-Border E-commerce
04April 2026 · 6 min read

Singoo Technology

A Chengdu-based industrial piping manufacturer exporting to 20+ countries. The old site was Chinese-only with zero structured data — invisible on ChatGPT / Perplexity / DeepSeek. A 48-hour bilingual rebuild plus full 7-dimension GEO rollout moved AI search visibility from 0% to 100%. Overseas inquiries went from "relayed through agents" to "direct".

GEOB2B ExportManufacturing
№ 03Engage with Mingde

Which scenario
looks most like yours?

15-minute questionnaire, free AI maturity audit. We'll identify the 2-3 workflows in your business where agents can run first.