Are you still manually collecting
massive amounts of data, such as tariff policies?

In the past, all you could do was search fragmented information
or check news reports.

But now, things are different.

Build AI prompts and learn how to continuously track
thousands of documents scattered across various government agencies,

differentiate between proposal/investigation/confirmation stages,
identify complex reference relationships,

and select only the information that is relevant to your purpose,

including policies currently in effect
and those under review!

Through the planning process over 30 weeks and actual examples,
you can learn how to build a system for collecting and filtering data
without going through trial and error that would take thousands of hours on your own.

However, AI isn't perfect,
and data errors and omissions can occur.

You need not only continuous verification,
but also separate prompts to execute the workflow.

That's why we built a system that automatically runs every week,
and we share

use U.S.-China semiconductor tariff policies
as a case study for AI prompt engineering
technical support and consulting.

Of course, AI isn't perfect, and data errors and omissions can occur.
However, because the methodology is transparently disclosed,
you can verify and validate it yourself.

Supply chain, finance, healthcare, legal, energy, accounting, consulting, manufacturing, etc.
AI capability enhancement is essential in all industries.

Toward a dimension previously unattainable.

Go Further with AI - EXceed Zero

🚫 Please Read - Who This Service Is NOT For

Provides AI prompt engineering technical support and consulting, NOT business/investment advice.

If any of the following applies, our services are not suitable!

❌ For direct application to business decisions

Example: "I will change my supply chain based on this data"

→ 🚫 Not suitable. Find a customs broker/consultant.

❌ Believing our work results and executing something

Example: "I believe this analysis is correct and will invest"

→ 🚫 Not suitable. Find an investment advisor.

❌ Wanting customized analysis for your company/country

Example: "I need tariff analysis tailored to our company's situation"

→ 🚫 Not suitable. Request customized consulting services.

❌ Using for investment, trade, or tariff decisions

Example: "I will sign import/export contracts based on this data"

→ 🚫 Not suitable. Find a customs broker/legal expert.

❌ Replacing expert advice

Example: "I will use this instead to save on customs broker fees"

→ 🚫 Not suitable. You must find a customs broker.

❌ Wanting guaranteed data accuracy

Example: "I will demand a refund if the data is wrong"

→ 🚫 Not suitable. We do not guarantee accuracy.

❌ Thinking AI is perfect

Example: "AI collection must be 100% accurate"

→ 🚫 Not suitable. AI also has errors and omissions.

❌ Using without verifying originals

Example: "I will judge based only on the timeline"

→ 🚫 Not suitable. You must verify original content yourself.

→ If any of the above applies, never request!

→ Find qualified professionals such as customs brokers, trade consultants, lawyers!

If you still request:

  • We are not responsible for damages due to information errors unless we are intentionally negligent
  • Digital content refunds are limited after access begins
  • You are solely responsible for final decisions
  • Continued use is considered monthly acceptance of the above

✅ Those Who Will Work With Us - Welcome!

✓ Wanting to learn how to collect large amounts of data with AI

Example: "I want to know the prompt writing process"

✓ Wanting to learn AI prompt engineering through actual case studies

Example: "I want to learn The Trinity methodology through proven examples"

✓ Wanting to develop your own collection system by referencing AI use cases

Example: "I want to apply this method to create my own data collection system"

✓ Wanting to filter complex data after collection using AI

Example: "I want to learn a universal framework applicable across industries"

✓ Wanting to pre-organize materials with AI before consulting experts

Example: "I want to organize related documents before consulting with a customs broker"

→ If this is your purpose, welcome! Please continue reading.

💡 What We Provide

🎓 AI Prompt Engineering Development Process 85%

  • The Trinity Framework (Claude + Gemini + Python)
  • AI prompt engineering for large-scale data collection
  • Building information filtering systems
  • Converting natural language prompts into Google Colab-specific code
  • Implementing various Python functions (AI control and cross-validation)

📊 Proven Case Study 15%

  • Actual results: U.S.-China semiconductor tariff policies
  • Purpose: Demonstrate how the universal framework actually works
  • Application scope: Various industries and purposes (modifiable, applicable)
  • Warning: As a learning example, never use these results for business decision-making!

📊 Data Sources and Limitations

AI prompt engineering technical support and consulting uses U.S. government data as examples:

All data is legally accessible public records under the Freedom of Information Act (FOIA).

⚠️ Data Limitations:

  • AI collection is not perfect and may have omissions
  • Public data may be incomplete or outdated
  • We do not guarantee the accuracy of collected data
  • Always verify the latest and necessary information directly on the relevant agency websites

⚠️ Service Nature and Disclaimer

We provide AI prompt engineering technical support and consulting, and are absolutely NOT a business decision-making service.

  • Support and consulting scope: AI prompt engineering (universal framework)
  • AI limitations: Provided using AI technology, so errors and omissions may occur
  • Purpose: To teach how to build your own AI systems, and absolutely NOT to provide information for decision-making purposes
  • Data accuracy: Not guaranteed (target: 90%+ coverage)
  • Original verification: Must directly verify original documents such as Federal Register
  • Final responsibility: All decisions are 100% your responsibility

All information is provided for reference only and cannot replace expert advice.

Consult with qualified professionals in the field for final decisions.

⚠️ Special Notice for EU Customers (Germany/Netherlands)

This service provides digital content (Google Docs access rights).

When subscribing, you agree to:

  • Immediate access and waiver of EU 14-day withdrawal right
  • No refund after Google Docs access
  • Legal basis: EU Directive 2011/83/EU Article 16(m)

Refund policy details: Terms of Service Article 5

💰 Pricing and Subscriptions

We are conducting demand research in 6 countries: 🇺🇸 USA | 🇰🇷 Korea | 🇨🇦 Canada | 🇳🇱 Netherlands | 🇸🇬 Singapore | 🇹🇼 Taiwan

Services are in development and pricing is not yet determined. Inquiry: exceedzero@exceedzero.com (Include: Company name, Country, Industry, Desired participation method)

📚 Before inquiring, check the 30-week planning process on Notion.

Have you reviewed all the above?

Check the 30-week case study on Notion, and inquire about AI prompt engineering technical support and consulting.

Check the proven results: 959 searches, 5,755 documents verified, 245 policies filtered, cost only $18.42 vs. $60,000!

📚 Visit Notion Now