Built for thoughtful investors

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

A private macOS workspace with separate reports for charts, comparisons, on-demand stochastic risk, Bayesian uncertainty, and deterministically verified AI analysis.

Download for MacCheck compatibility

Version 1.3.3 · Updated 14 Sep 2026 · Apple Silicon · 302 MB DMG

Daily Stock Analysis app showing the SET Index chart, technical indicators, 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

Focused report modes

Open Price Chart, Comparison, Stochastic Risk, AI Analysis, or Bayesian BNN as separate reports, each with its own HTML export.

02

Report-aware verified chat

Ask follow-up questions about everything visible in the current report, including charts, comparisons, AI analysis, Bayesian results, stochastic risk, market scans, pairs trading, and selection research.

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 on demand

Run Stochastic Risk only when needed, or use Bayesian analysis with walk-forward validation, calibration checks, forecast ranges, and automatic abstention when evidence is weak.

05

SET50 selection research

Validate historical data, test point-in-time selection rules against TDEX, review sensitivity variants, and inspect current holdings without changing the portfolio.

RESEARCH FOUNDATIONS

Built on research.
Designed to stay honest.

Markets are uncertain, so the app separates calculation from explanation. Bayesian forecasts are validated through time, while SET50 selection rules are tested with point-in-time membership, transaction costs, benchmark comparison, and sensitivity checks before any conclusion is considered.

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.

04 · TEST SELECTION RULES, NOT STORIES

A backtest must respect what was knowable at the time.

SET50 Selection Research checks data readiness first, uses historical membership and lagged annual statements, compares Track B with TDEX, tests alternative assumptions, and reviews current holdings. Results remain research evidence—not proof of alpha or an instruction to trade.

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

    If macOS still blocks it

    Open System Settings → Privacy & Security, then choose Open Anyway and confirm.

  5. 5

    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 and not notarized. On first launch, macOS may require System Settings → Privacy & Security → Open Anyway. Only install the DMG from this official website or GitHub release and verify its checksum.

SHA-256 checksum ↗
YOUR NEXT MARKET SESSION

Less noise.
More context.

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

Download version 1.3.3 ↓14 Sep 2026 separate-report update · Apple Silicon only · Educational use · Not investment advice