Built for thoughtful investors

See the market.
Read the risk.
Decide with context.

A private macOS workspace for multi-market technical analysis, stock comparison, risk planning, Bayesian uncertainty, and grounded AI chat.

Version 1.1.0 · Apple Silicon · 240 MB DMG

Daily Stock Analysis app showing the KBANK.BK price chart, technical indicators, risk plan, and stock chat
US · THAI · CHINA · HKSTOCKS · INDEX · FX · CRYPTOTECHNICAL · BAYESIAN · AI
WHAT IT DOES

Analysis that stays
close to the evidence.

Designed to move from market observation to a risk-aware decision without hiding uncertainty behind a single score.

01

One market view

Review price history, RSI, MACD, moving averages, volatility, volume, support, resistance, and fundamentals in one focused workspace.

02

Compare with context

Add peers with symbol autocomplete, compare aligned return paths, and ask AI about the complete group instead of one ticker in isolation.

03

Risk before action

Turn account size and risk budget into a practical position-size and stop framework, with Thai board-lot handling built in.

04

Uncertainty included

Run Bayesian analysis with walk-forward validation, calibration checks, forecast ranges, and automatic abstention when evidence is weak.

RESEARCH FOUNDATIONS

Built on research.
Designed to stay honest.

Markets are uncertain, so we did not ask AI to invent a confidence score. We began with published research on Bayesian forecasting, predictive uncertainty, time-series validation, and adaptive calibration—then turned those ideas into a practical workflow for investors.

Chronology preservedNaive baselines requiredCoverage + sharpness checkedAbstain when evidence is weak

Research guides the method. Real market data still has to prove the result.

01 · START WITH UNCERTAINTY

A range is more honest than one confident prediction.

Bayesian methods produce a distribution of possible outcomes. The app shows that uncertainty instead of hiding it behind a single target price.

02 · TEST BEFORE TRUST

The model has to earn the right to speak.

Forecasts are checked chronologically against unseen data, simple baselines, error metrics, and interval calibration—not judged by how persuasive they sound.

03 · ALLOW “NOT ENOUGH EVIDENCE”

Sometimes the most useful signal is no signal.

When validation is weak or uncertainty does not behave reliably, the Bayesian workflow abstains instead of manufacturing conviction.

BEFORE YOU DOWNLOAD

Made for Apple Silicon.

This installer is built for modern Macs with Apple chips. Intel Macs are not supported by this release.

M1+macOS 11+1.5 GB
Mac processor
Apple Silicon — M1, M2, M3, M4, or newer
Operating system
macOS 11 Big Sur or later
Free storage
At least 1.5 GB for installation and local data
Internet
Required for live market data and AI features
Gemini API key
Optional — required only for AI reports and chat
INSTALL IN MINUTES

From download to dashboard.

No Python setup or Terminal commands. Everything needed to run the app is bundled inside.

  1. 1

    Open the DMG

    Double-click the downloaded disk image.

  2. 2

    Drag to Applications

    Move Daily Stock Analysis into the Applications folder.

  3. 3

    Control-click → Open

    Use Open from the shortcut menu the first time.

  4. 4

    Add your key if needed

    Gemini is optional and only needed for AI reports and chat.

About the first-open warning

This independent build is ad-hoc signed but not notarized through an Apple Developer account. macOS may block a normal double-click the first time. Only install copies received from a source you trust.

SHA-256 checksum ↗
YOUR NEXT MARKET SESSION

Less noise.
More context.

Bring charts, comparisons, uncertainty, and risk planning into one private workspace on your Mac.

Download version 1.1.0 Apple Silicon only · Educational use · Not investment advice