미래AI-BIGDATA 한국주식 AI카드정보

MEERAE AI co.,ltd & IVAN

About this app

■ AI Research Notes on Reading the Market with Data (MEERAE-AI)

MEERAE-AI is an AI data analysis note on Korean stocks published by MEERAE-AI.

We use AI to analyze macroeconomic indicators, public disclosures, and market prices to automatically publish daily data card news.

Since we directly collect and process public data released by the government, the stock exchange, and the Bank of Korea,

we interpret the market from our own unique perspective without citing opinions from the media, securities firms, or experts.

No registration required, no ads, and no in-app purchases. You can use all content

for free immediately upon download.

■ Data We Use

▸ DART (Digital Information Disclosure System) — Full collection of thousands of regular and ad-hoc disclosures daily

▸ KRX (Korea Exchange) — Quotes of 2,660 listed companies on KOSPI and KOSDAQ, foreign and institutional trading data, after-hours trading, short selling, and credit balances

▸ ECOS (Bank of Korea Economic Statistics) — 12 types of macroeconomic indicators including base interest rate, exchange rate, M2, CPI, and GDP

▸ Yahoo Finance / FRED — S&P 500, NASDAQ, Dow, US Treasury yields, and the Dollar Index

▸ FinanceDataReader — Auxiliary price and historical data

▸ Proprietary Neo4j Graphs — Network analysis of corporate, disclosure, and market events

■ Analysis Content We Provide

▸ Data Card News — 23 types automatically published daily on weekdays

Visualizes market data by time of day with the "Chart of the Day" series. · Market open gap data analysis, late-session short-term trend analysis

· Tracking of foreign and institutional trading data

· Morning and afternoon price fluctuation data, ETF market trend analysis

· Analysis of provisional earnings announcements, analysis of executive trading announcements

· Analysis of next trading day data, multi-data verification

▸ AI Real-time Disclosure Analysis

AI scores and summarizes items with high news value from thousands of DART disclosures daily.

Mergers and acquisitions, financing, equity changes, dividends, earnings, single sales/supply contracts, etc.

Sort and filter by category.

▸ Market Card News — Comprehensive data analysis by time of day

· Morning: Summary of US market closing data, gap analysis

· Afternoon: Analysis of morning opening price data

· Evening: Market close summary, summary of next trading day market data

· Weekend: Weekly data analysis, next week's schedule

▸ Mirae AI Macro Data — Macro Indicator Insights

Automatically updates Bank of Korea ECOS and US FRED indicators daily, and AI explains inflection points and market significance in Korean.

▸ Corporate Directory — 2,660 KOSPI · KOSDAQ Companies

Compresses financial statements, business overviews, and major disclosure history onto a single page, along with cards evaluating all domestic listed companies based on 5 axes (Value, Growth, History, Stability, and Dividend).

Instant search by stock name and stock code.

▸ Automatic Content Verification

Automatically compares and discloses the market trends for the next trading day based on data cards issued yesterday.

We transparently disclose all data history.

■ Our Unique Differentiators

▸ 100% Public Data — All analyses are the result of directly collecting official public data from sources such as DART, KRX, and ECOS.

We speak solely through data, without citing media or expert opinions.

▸ AI + Graph Signal Fusion — We combine analysis from large language models with Neo4j graphs (disclosures, market events, and corporate networks) to capture sequential data patterns that other services miss.

▸ Transparent Data Recording — Automatically stores and discloses the history of all published data content.

We believe that results that deviate from conventional wisdom are more valuable. ▸ AI Research Note Perspective — Content is written from the perspective of a "researcher's note interpreting the market with data,"

rather than a "tone friendly to retail investors."

▸ 24-Hour Automated Publishing — 23 types of weekday data card news + AI real-time disclosures +

hourly market card news + US market close summary + weekend weekly analysis

Cumulative 100+ articles / month.

▸ Numerical Accuracy — To prevent AI hallucination, all figures are automatically extracted from the original data, compared, and verified before publication.

▸ No Sign-up or Login Required, Ads OFF — Ads are not visible during the initial launch phase.

The AdMob SDK is integrated only into the code, and the runtime is OFF.

■ Content Publication Schedule (Automatic on Weekdays)

· 06:35 Summary of US Market Closing Data (S&P · NASDAQ · Dow · Exchange Rates · Bonds)

· 08:00 Pre-market Market Data (After-hours + Gap Data)

· 08:45 Analysis of Pre-market After-hours Trading Data

· 09:15 Analysis of Market Opening Gap Data

· 09:30 Morning Brief

· 09:40 Automatic Verification of Yesterday's Content

· 12:00 Foreign & Institutional Trading Data + Morning Card News

· 12:30 Tracking Foreign Trading Data

· 14:50 Analysis of Afternoon Short-term Market Trends

· 15:40 Data Summary Immediately After Market Close

· 16:00 Analysis of ETF Market Trends

· 16:30 4 Types of Closing Card News

· 17:00 4 Types of Evening Card News

· 17:30 Analysis of Next Trading Day Data

· 18:00 Closing Summary + Next Trading Day Data Summary

Weekend: Weekly Data Verification, Weekly Macro Analysis, Key Schedule for Next Week.

■ Data Sources

· Electronic Disclosure System DART (dart.fss.or.kr)

· Korea Exchange KRX (data.krx.co.kr)

· Bank of Korea ECOS (ecos.bok.or.kr)

· Yahoo Finance, FRED, FinanceDataReader

All figures are automatically extracted from source data, and the source is specified in each content.

■ Important Notice

This app is an information service intended for providing data information and data visualization.

It does not provide any investment advice, trading solicitations, or recommendations,

nor does it provide financial services that require authorization or registration under the Capital Markets Act.

All data is automatically collected from public sources, and the user bears full responsibility for all

decision-making.

■ Inquiries · Terms and Conditions

[e-mail]

Privacy Policy: https://kospi.ivan.ai.kr/privacy/

Terms of Use: https://kospi.ivan.ai.kr/terms/

© 2026 MEERAE-AI · MEERAE AI Inc. / Ivan Co., Ltd.