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How V7 Works

From raw market data to probability you can understand.

V7 transforms live market data into a clean long/short edge view through a disciplined, multi-stage probability engine.

Workflow diagram

From raw market data to a trader-ready decision.

This visual shows the core V7 journey: data comes in, layers score it, confirmation is checked, and the trader receives a clean output.

Step 01

Data intake

Live OHLCV, order-flow, derivatives, macro context and cross-market pressure are collected.

Step 02

Feature engine

Trend, volatility, liquidity, volume and behavior are transformed into structured evidence.

Step 03

12-layer review

Independent layers validate whether the setup has real support or should be capped.

Step 04

Execution logic

Supports, resistances, ladder stage and stop-hunt watch zones are produced.

Step 05

Trader output

The user sees the probability, reasons, levels and a cleaner final decision view.

1

Market data intake

Live pricing, OHLCV, derivatives, macro context and cross-market pressure are continuously scanned for actionable evidence.

2

Feature intelligence

Indicators, volatility, structure, volume and liquidity are converted into decision-ready intelligence — not noise.

3

12-layer scoring

Independent layers test whether a setup has real technical, structural, macro, liquidity and behavioral support.

4

Explainable output

V7 shows long and short edge probability, plus the forces strengthening or weakening each side.

Probability Flow

Process

Signal conversion

Structure
84%
Liquidity
77%
Macro
63%
AI validation
72%

Trader-facing output

74%Long probability
48%Short probability
12Layers active
LiveMarket tracking
Entry · Take-Profit · Stop-Loss

Why V7 gives you 3 entries, 3 take-profits and one stop.

Support and resistance tell you where the trade lives. The entry ladder, profit ladder and stop tell you how to actually execute it — how to get filled at a better average price, how to bank profit in stages, and where the idea is simply wrong.

TP3TP2TP1E1E2E3SLstop-hunt sweepreclaim + runBTCUSDTTrade plan · E1·E2·E3 entries · TP1·TP2·TP3 targets · 1 stop≈ 2.4R blended
3 staged entries3 take-profit targets1 protective stop
E1·E2·E3

Three entries = a better average price

Price rarely turns at one exact level. V7 stages three entries across the demand zone — shallow (E1), mid (E2) and deep (E3, often beyond a likely stop-hunt). If only E1 fills, you're in a strong move early; if price sweeps lower, E2 and E3 improve your average and let the deeper, higher-reward fills work. You size each leg so the blended entry still respects the stop.

Goal: better blended fill, lower regret if price wicks deeper
TP1·TP2·TP3

Three take-profits = bank profit in stages

One target forces an all-or-nothing exit. V7 ladders three: TP1 at the nearest resistance to lock in profit and de-risk (move the stop to break-even), TP2 at the next structural level, and TP3 as the extended runner. Scaling out captures the high-probability near move while still leaving size on for the larger one.

Goal: secure the likely move, keep upside on the rarer big move
SL

One stop = a single, honest invalidation

The stop sits beyond the deepest entry and below the structure that defines the idea — far enough to survive a normal stop-hunt wick (V7 adds an ATR-based buffer), but close enough that the math still works. If it trades there, the setup is simply wrong, and the trade closes with a known, pre-defined loss rather than a hope.

Goal: one defined risk; every entry/target is measured against it

Illustrative structure for a long setup. Levels are examples — V7 surfaces probability-backed context, not guaranteed outcomes. Short setups mirror this logic in reverse.

Sample output visual

A clearer example of what the trader receives.

In one layout, V7 can show edge probability, support/resistance, stop-hunt watch and the reasons behind the current read.

V7 output cardBTC • Example
BTCUSDT
74%Long edge
Ladder: Qualified
Stop-hunt: Below 66,800
Macro risk: Checked
Short side: 48%
S1 66,800S2 65,950R1 69,450R2 70,200
Reason higher timeframe supportReason reclaim after sweepReason volume improved
1. Directional edge

Long and short probabilities are shown side by side so the trader can quickly see where the edge is stronger.

2. Levels that matter next

The next two support and resistance levels give the user a cleaner map for reaction zones and take-profit areas.

3. Probability ladder

A tradable setup should not look the same as an early watchlist setup. The ladder clarifies that difference.

4. Reasons and confirmation

The output explains why the reading is improving or weakening so users are not forced to trust a black box.

What makes probability move

The edge comes from the full market story — not one number alone.

V7 helps traders understand why an edge is rising, fading, pausing or not ready yet.

Trend

Higher-timeframe direction, swing behavior and alignment play a major role in whether a setup has supportive structure.

Liquidity

Stop zones, order-flow behavior and participation quality help show where pressure is building or failing.

Macro

V7 watches broader market pressure, risk-on/risk-off behavior and event windows that affect trader confidence.

Validation

AI-driven review helps test whether the broader signal environment is strong enough to highlight opportunity — while still respecting risk filters.

What moves probability

The forces the engine weighs, one at a time.

Probability is the product of the full market story — not a single indicator.

Patent PendingV7 Probability Engine · US Based · Houston, Texas