how-it-works

How It Works — AlgoFate | How an AI Four Pillars Report Is Created
App Release Notice

Paid services in the English and Japanese versions will be available through the AlgoFate app. Download the app from Google Play or the Apple App Store and complete the in-app payment before use. These versions are available only to foreign residents in South Korea. We are preparing to launch on both stores soon.

How It Works

From birth details to a finished report,
see exactly how the process works.

AlgoFate calculates your Four Pillars chart from the birth details you provide, then combines interpretation logic based on traditional theory with AI language generation to create your report. This page explains which data is used, how it is calculated, and how the results are turned into readable guidance.

Four Pillars calculation engine + AI interpretation Rule-based calculations + pattern learning Personalized reports by topic Reference material · not professional advice

Analysis Pipeline

From input to delivery in four steps.

Because calculation order matters, AlgoFate always follows the same four-step sequence.

01

Data input

You provide your date and time of birth, gender, a topic of interest (Career Fit, Wealth, Life Path, Romantic Compatibility, Work Compatibility, or Family & Children), and optionally a specific question. These inputs become the basis for every later calculation.

02

Four Pillars chart calculation

Your birth details are converted using calendrical data to calculate the Year, Month, Day, and Hour Pillars. The system then derives the Five Elements distribution, Ten Gods relationships, and major and annual cycles using rule-based Four Pillars logic.

03

AI interpretation

The calculated chart is compared with a Four Pillars interpretation database to identify relevant patterns. These patterns are combined with your selected topic and question, and an AI language model turns them into personalized explanations. The emphasis changes according to each person’s chart.

04

Report assembly and delivery

The results are structured for the Free Preview, Mini Report, or Premium Report. The free result appears immediately on screen, while paid reports are prepared as PDFs and emailed in order after in-app payment.

Step 01 · Input

What information is collected, and why?

We collect only the minimum information needed for the calculation. The table below shows how each item is used.

InputRequired?How it is used
Date of birthRequiredCalculates the Year, Month, and Day Pillars and the Five Elements distribution
Time of birthOptionalCalculates the Hour Pillar. If omitted, Hour Pillar interpretations are excluded
GenderRequiredUsed for Ten Gods interpretation and the direction of major cycles
Topic of interestRequiredSelects the area to emphasize, such as money, relationships, or career
Specific questionOptionalUsed as context for the report’s personalized answer section

If you do not know your birth time — You can apply using only the year, month, and day. The Hour Pillar and interpretations directly tied to birth time, such as detailed later-life trends, will be excluded.

Step 02 · Calculation

How the Four Pillars chart is calculated.

This stage is a rule-based calculation without subjective interpretation. The same birth details always produce the same chart structure.

Calculating the Four Pillars chart

Using calendrical data, the birth date and time are converted into the Heavenly Stems and Earthly Branches of the Year, Month, Day, and Hour Pillars. These four pillars form the foundation of the report.

  • Year Pillar — ancestry and foundational background
  • Month Pillar — social activity and family relationships
  • Day Pillar — the self and partnership themes
  • Hour Pillar — later-life and children themes, when birth time is provided

Five Elements distribution

The chart’s eight characters are classified into Wood, Fire, Earth, Metal, and Water, and their proportions are calculated. Patterns of excess or deficiency provide a basis for interpreting tendencies and risks.

  • Counts and ratios for each element
  • Identifies elements in excess or deficiency
  • Calculates productive and controlling relationships among the elements

Ten Gods relationship calculation

Using the Day Master as the reference, the relationships with the other seven characters are classified into the Ten Gods, such as Direct Officer, Seven Killings, Direct Wealth, Indirect Wealth, Eating God, and Hurting Officer. These relationships are key variables in money, relationship, and career interpretation.

  • Ten Gods placement based on the Day Master
  • Weights relevant Ten Gods by topic

Major and annual cycle calculation

The system calculates major cycles that change roughly every ten years and annual cycles that change each year. The report’s timing analysis and 7-, 30-, and 90-day action guides are built on these calculations.

  • Determines forward or reverse major-cycle direction based on gender and Year Pillar
  • Identifies the current major and annual cycle

Step 03 · AI Interpretation

How calculations become readable guidance.

The raw results are closer to tables and numbers. The interpretation stage turns them into a report that can be read and understood.

Pattern matching

Comparison with the Four Pillars interpretation database

The combination of the chart, Five Elements distribution, and Ten Gods relationships is compared with interpretation patterns organized from traditional Four Pillars theory. The most relevant items are selected first.

Personalization

Prioritization by topic and question

Among the selected interpretation items, those most relevant to your chosen topic, such as money, and your specific question are prioritized. Even with the same chart, the report’s emphasis changes according to the selected topic.

Language generation

Narration with AI language generation

An AI language model turns the prioritized interpretation items into natural prose. Rather than listing technical terms, this stage explains them in everyday language.

The roles of rule-based calculation and AI interpretation — Structural values such as the Four Pillars chart, Five Elements, Ten Gods, and major cycles are produced by fixed calculation rules and are not changed arbitrarily. AI is used only in the interpretation and writing stage to turn those values into readable explanations and action guidance.

Step 04 · Report Build

Report depth varies by product.

All reports use the same interpretation engine, but the depth and number of included sections differ.

Free Preview

Key highlights only

Selected items, such as type, score, and key trends, are displayed immediately. Detailed sections are available in paid reports.

Mini Report

Core diagnosis + 7-day guide

The report focuses on the highest-priority interpretation items, an answer to your question, and a 7-day action guide.

Premium Report

Full structure + long-term guide

Includes the full chart structure, in-depth topic analysis, and 7-, 30-, and 90-day action guidance reflecting major and annual cycles.

Accuracy & Limits

Accuracy and limitations, explained clearly.

Calculation standards

  • The chart, Five Elements, Ten Gods, and major cycles are derived through rule-based calculations grounded in traditional Four Pillars theory.
  • The same birth details always produce the same structural values.
  • If no birth time is provided, Hour Pillar calculations are automatically excluded.

Interpretation limits

  • AI interpretation uses probabilistic pattern matching and does not predict the future with certainty.
  • People with the same birth details, including twins, may still have very different life circumstances.
  • The report does not replace financial, medical, legal, or other professional advice. It is reference material for self-understanding and decision-making.

FAQ

Frequently asked questions about our method

Is the interpretation really produced by AI?

Structural values such as the chart, Five Elements, Ten Gods, and major cycles are produced by rule-based calculations. An AI language model is used during the interpretation and writing stage to turn these values into report text.

Can people with the same birth details receive different reports?

The chart itself is calculated the same way, but report priorities depend on the selected topic and specific question. Therefore, people with the same birth details may see different emphasis when they choose different topics.

Does an uncertain birth time significantly change the result?

Birth time is used only to calculate the Hour Pillar. If it is unknown or inaccurate, only Hour Pillar-related interpretations, mainly later-life and children details, are excluded. Year, Month, and Day Pillar interpretations remain available.

Does AI interpretation depart from traditional Four Pillars theory?

Structural values, including the chart, Five Elements, Ten Gods, and major cycles, follow traditional calculation rules. AI is used to express the results in readable language; it does not change the calculation rules.

AlgoFate offers perspective shaped by your chart when you face a decision.

See the Service Guide for the process, report options, and pricing.

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