About Ylan

YlanAI positioning, method, scope, and usage boundaries
Feb 14, 2026

About Ylan

YlanAI is a structured analysis assistant for real-world decision scenarios.
It is not an outcome-promise tool. It is designed to help you clarify problem structure, identify risk boundaries, and plan action timing.

Our Positioning

YlanAI focuses on decision quality rather than deterministic claims.
The goal is to convert complex context into output that is readable, comparable, and actionable.

We prioritize three things:

  • clarify the problem before choosing direction
  • map risk boundaries before setting pace
  • provide executable guidance before review and iteration

How Analysis Works

Under the same input assumptions, the system generates structured output through a consistent method, often including:

  1. Core judgment: the main opportunity and risk in your current question
  2. Structural read: stable factors, volatile factors, and trigger conditions
  3. Scenario guidance: strategy cues for career, relationship, wealth, and more
  4. Action checklist: priority order, next steps, and review checkpoints

Note: modules are dynamic by version, question type, and input completeness, not a fixed template.

What It Is Good For

YlanAI is suitable for questions that require trade-offs, sequencing, and pacing, such as:

  • career path decisions and stage-level adjustments
  • relationship communication and conflict-priority handling
  • wealth pacing and downside risk management
  • action sequencing at key transition points

What Should Not Rely on This Service Alone

The following areas should not be concluded solely from this service:

  • medical decisions
  • legal or compliance conclusions
  • major financial commitments or investment decisions

For these matters, rely on real-world evidence and qualified professionals.

Input Quality Requirements

Output quality depends strongly on input quality. Recommended minimum input:

  • clear calendar type (Gregorian or Lunar)
  • birth time as accurate as possible
  • birthplace and basic context
  • one focused core question at a time

If birth hour is uncertain, compare multiple plausible hour ranges first.

How We Define "Accuracy"

In YlanAI, "accuracy" mainly means:

  • consistency: reproducible logic under the same input
  • clarity: readable conclusions with traceable reasoning
  • usability: recommendations that can be executed in real life

It does not mean guaranteed outcomes or deterministic future claims.

For better practical value, use this reading order:

  1. read core judgment first
  2. review risk boundaries and applicability
  3. apply action suggestions in sequence
  4. validate with real feedback and iterate

Assumptions and Limitations

Output is AI-generated and may include errors, omissions, or context mismatch.
Content is for learning, research, communication, and reference use, not medical, legal, or investment advice.

Final decisions should be made independently by users based on real-world context.

Guidance for Minors

Minors are recommended to use this service with guardian supervision.
Output should not be treated as the sole basis for major education or life decisions.

Privacy and Data

Our current baseline policy:

  • birth details, prompts, and chat records are not used for model training
  • data is not sold or shared with third parties
  • personal inputs and conversations are not retained for long-term storage by default
  • users can delete conversations or clear history through available product controls

Where legally required or explicitly authorized by users, handling follows applicable rules.

Continuous Updates

We continuously refine wording, structure, and guidance with product iterations.
If rules or features change, the current page and active rule pages apply.