How our reports are made

1. Live market data

Prices come from MetaTrader 5 (live feed), with Twelve Data and Alpha Vantage as fallbacks. If data for an instrument is unavailable, the report for that instrument is not published - we do not fill gaps.

2. Evidence, not opinion

A deterministic pipeline collects price, technical structure (support and resistance, trend, liquidity zones), news headlines, the economic calendar and macro drivers. Each item is ranked, and supporting and opposing evidence are both kept.

3. Risk and confidence

Risk is assessed across several categories and reported as the worst of them, not averaged into a reassuring number. Confidence is a score computed from the evidence, and its limits are stated.

4. AI restates, never decides

An AI model puts the computed result into plain language. It is instructed to restate the evidence, not to add facts or issue a buy or sell instruction. The text is then checked for empty or placeholder output before it can be published.

5. Automated schedule

Reports are generated and published automatically: daily instrument reports (gold, a forex pair, a crypto pair), fundamental analysis twice a week, an economic calendar preview on Mondays and a weekly review on Sundays. Weekend reports cover crypto only because gold and forex markets are closed.

Limits you should know

• These reports are written by an automated system, not by a named human analyst.
• They describe evidence at the time of writing; markets can change within minutes.
• Economic calendar times are in UTC and can change. Forecast values are consensus figures from the feed.
• Nothing here is financial advice or a recommendation to buy, sell or hold any instrument.