mingde.ai
№ 01Practice — Four Pillars

Four
Service Lines.

From training to deployment, with measurable goals at every step. No theory, just numbers.

№ 02Service Line 01
01

AI Corporate Training

AI Corporate Training

Help your team actually learn to use AI — not just sit through a lecture and forget. We tailor curriculum by industry, from executive strategy to frontline tool practice, hands-on until it sticks.

Workforce AI Tool Training

From ChatGPT to industry-specific tools — hands-on, not a tour-bus seminar

Executive AI Strategy Bootcamp

Half-day intensive helping decision-makers see real opportunities and risks in your industry

Industry-Tailored Workshops

Production scheduling, logistics dispatch, retail merchandising — case studies built around your scenarios

Post-Training Support

30 days of follow-up Q&A so the tools become part of daily workflows

Expected Outcome

Used, not just heard

30 days of post-training Q&A to ensure tools become part of daily workflows

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№ 03Service Line 02
02

Enterprise AI Transformation

Enterprise AI Transformation

Diagnose, design, deploy, validate — four steps to measurable results. No 200-page decks. Every step has a clear deliverable and a numeric goal.

AI Maturity Audit

15-minute questionnaire plus on-site interview, generating a 5-dimension scoring report

Process Redesign

Identify the top 3 highest-ROI entry points and design the implementation path

Implementation + Training

Tool deployment, data integration and staff training in one go, with engineers on-site

ROI Validation Report

30-day quantified review with data your board can act on

Expected Outcome

Results in ~3 months

Every dollar — where it went and what it earned, made plain

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№ 04Service Line 03
03

GEO Optimization

Generative Engine Optimization

Make your brand visible inside ChatGPT, DeepSeek, Perplexity and other AI search engines. The new battlefield beyond traditional SEO — claim your position first.

AI Visibility Audit

Test how your brand currently performs across major AI search engines and identify blind spots

Proprietary GEO Toolchain Deployment

A complete toolchain covering all major AI search engines, deployed in one go

Content Matrix Build-Out

Structured content so AI accurately cites your products and services — not your competitors'

Expected Outcome

From 'invisible to AI' to 'recommended by name'

Your customers are already searching with AI — are you in the results?

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№ 05Service Line 04
04

Industrial AI (PLC + AI)

Industrial AI (PLC + AI)

Put AI on the factory floor, not just in the office. Edge computing plus industrial protocol integration — production data driving real-time decisions.

Edge Inference Deployment

AI models running on edge devices on the production line — millisecond response, no cloud dependency

Predictive Maintenance

Vibration, temperature, and current data → failure warnings 72 hours in advance

Visual Quality Inspection AI

Cameras + AI replacing manual inspection — defect rates down sharply, inspection 5× faster

Expected Outcome

Downtime ↓ · Yield ↑

Changes you can see and measure on the shop floor

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№ 05bFrequently Asked

About Our Services

Q.01

How do I choose between the four service lines?

Start with employee training → AI transformation restructures processes → GEO makes your brand visible to AI → Industrial AI brings it to the shop floor. Most clients begin with a free maturity audit, and we recommend 1–2 service lines based on their current state.

Q.02

Do I have to do all four?

No. We start with a free audit to see what you actually need now. Typically we recommend only 1–2 service lines — we would rather scope down than over-invest.

Q.03

Can small companies do AI transformation?

Yes, but the path is different. Companies under 50 people should start with AI Corporate Training or GEO Optimization to build team capability and brand visibility. Full private AI transformation is better suited to companies with 100+ staff and dedicated IT.

Q.04

Do you provide ongoing maintenance?

Every project includes 30 days of data tracking and Q&A. For larger scenarios, an annual operations contract is available, or we can train your team to run it in-house.

№ 06Engage with Mingde

Not sure where
to begin?

Start with a free audit. We will help you find the highest-ROI entry point. Limited to 3–4 new clients per month.

Get Your Free Audit →