How it works

A plain-language explanation of how forecasts are produced — and what they are not.

The short version

All Ctrl AI runs an automated model that reads recent public market data for each cryptocurrency and turns it into a single, clear call for the next 24 hours: UP, DOWN, or FLAT, together with a confidence score. The most-active pairs refresh every couple of minutes; any pair you open is refreshed on demand. There is no human picking coins and no paid promotion.

What the model looks at

The model (ta-news series) combines historical price and volume from public exchange data with recent crypto-news sentiment. The technical part uses several well-known, textbook indicators — no secret sauce:

• Trend — short vs. longer exponential moving averages (EMA).
• Momentum — the Relative Strength Index (RSI).
• MACD — moving-average convergence/divergence.
• Volatility / mean-reversion — Bollinger %B.
• Participation — recent volume relative to its own average.
• News sentiment — recent headlines scored for a bullish/bearish lean and attributed to the coins they mention.

Each signal is scored independently and combined into a single net value, which maps to the UP / DOWN / FLAT direction.

The confidence score

Confidence blends two things: how strong the combined signal is, and how much the individual indicators agree with each other. It is deliberately capped — short-horizon crypto direction is close to random, and we will not manufacture false certainty. A high score means the indicators line up, not that the outcome is guaranteed.

We measure ourselves

We record each forecast and later grade it against what actually happened, then surface the model's measured hit-rate. When the model is wrong, the numbers show it — that is the point.

News sentiment

Alongside the price signals, the model weighs recent crypto-news sentiment. We pull a recent public news feed, score each headline for a bullish or bearish lean with a transparent keyword method, and attribute it to the coins it mentions — otherwise the overall market mood is used. It is one input among several, never the whole story, and when no relevant news is found sentiment is simply neutral. Each coin's detail screen shows the resulting Bullish / Neutral / Bearish read.

What this is not

• It is not financial advice and not a recommendation to buy or sell anything.
• Forecasts can be and often are wrong. Past performance does not predict future results.
• All Ctrl AI is not a broker, exchange, custodian, or financial advisor, and never takes custody of funds.

See the full Disclaimer & risk warning.