What Is SAM?
SAM stands for Swing Anticipation Model: the technical execution framework traders at MTA work with. Not a signal service and not a prediction, but a fixed structure that decides when you do, and don't, act.
SAM (Swing Anticipation Model) is a candle-based execution framework that structures how price delivers direction, rather than predicting the outcome. It builds a setup across three candles: candle 1 creates liquidity, candle 2 shows the CISD, candle 3 is the expansion. The constraint is the edge.
Structure, not prediction
Most traders look for a method that tells them what's going to happen. SAM does something different. It describes how price tends to move and gives you fixed conditions under which a trade only becomes valid. You're not predicting the direction, you're waiting for the market to prove itself within a sequence you already know.
That shifts the work from guessing to recognizing. You don't need to be right about direction. You only need to see whether the sequence actually plays out. If it doesn't, there's no trade, and that's just as much of an outcome as a winning one.
The 3-candle sequence
The core of SAM is a fixed sequence of three candles within the context of a higher timeframe. Each step has exactly one function.
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01
Candle 1 — liquidity
The first candle creates liquidity: the market takes out orders above or below a level. This is the setup forming, not a reason to trade. Entering here means acting on evidence that doesn't exist yet.
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02
Candle 2 — CISD
The second candle shows the CISD (Change In State Of Delivery): proof that the delivery of price is changing direction. This is the confirmation SAM waits for, and the moment a setup actually becomes valid.
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03
Candle 3 — expansion
The third candle is the expansion and the execution: price moves in the confirmed direction. Only here does the trade come into view, with the earlier candles as context for your risk.
Why the constraint is the edge
SAM is deliberately restrictive. It gives you fewer moments where you're allowed to act, not more. For traders who trade too much, that first feels like a brake, but the brake is the whole point. Most of the damage in a trading day doesn't come from missed opportunities, it comes from trades that never met a condition in the first place.
A framework alone doesn't solve the execution problem. You can know SAM completely and still ignore it the moment things get tense. That's why SAM is never trained in isolation at MTA: the framework gives you the structure, the psychology explains why structure breaks down under pressure.
Structure is step one. Execution is step two.
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