NEO - Neural Execution Oracle

Execution intelligence for traders who value context, discipline, and probability.

NEO synthesizes market structure, continuation quality, liquidity, multi-timeframe alignment, and execution realism into a disciplined decision workflow.

From screenshot to execution clarity.

Mode Execution intelligence
Context Structure + liquidity
Output Decision map

Product overview

Chart context, execution planning, and journal memory in one disciplined workflow.

01

Screenshot-based chart analysis

Upload chart screenshots and receive structured observations without exposing platform credentials.

02

Multi-timeframe synthesis

Bring higher-timeframe context and lower-timeframe execution into a single decision view.

03

Desired profit path planning

Map the intended trade path, invalidation area, and likely friction points before execution.

04

Ticker memory

Keep symbol-specific observations organized so recurring market behavior is easier to review.

05

Replay and journal intelligence

Save trade context, replay outcomes, and compare the original plan against what actually unfolded.

06

Risk-first execution planning

Center the process on invalidation, sizing discipline, scenario planning, and post-trade learning.

Decision quality

Why NEO Is Different

Most tools stop at indicators, alerts, signals, or single-pattern recognition. NEO is designed to evaluate whether an idea has enough context, structure, and execution quality to deserve attention.

Most trading tools focus on
  • Indicators
  • Alerts
  • Signals
  • Isolated chart patterns
NEO focuses on
  • Multi-timeframe synthesis
  • Execution quality
  • Continuation probability
  • Ticker memory
  • Structure quality
  • Risk realism
  • Contextual decision intelligence

Decision process

How NEO Thinks

Before generating a decision map, NEO evaluates the quality of the setup from multiple angles. The goal is not a guaranteed prediction; it is a disciplined read on whether the trade idea is coherent enough to plan.

Structure quality VWAP behavior Liquidity
Continuation strength Momentum context Ticker memory
Multi-timeframe alignment Desired-profit realism Execution quality
Decision map

How it works

A clean loop from screenshot to journal.

1

Upload chart screenshots

Add the views you want NEO to evaluate.

2

NEO analyzes structure

Review context, levels, scenarios, and execution constraints.

3

Review decision map

Use the plan as a trading checklist before taking action.

4

Save to journal

Preserve reasoning and outcomes for replay and review.

Product screenshots

Product views that show the workflow.

Beta interface examples. Visuals may change as NEO continues development.

NEO analysis dashboard beta interface
NEO analysis dashboard Real beta interface view with OCR fields, verdict summary, expandable analysis, and market context.
NEO chart verdict overlay beta example
Chart verdict overlay Public-safe chart example showing entry reference, VWAP context, stop marker, warnings, and verdict output.
NEO market context panel beta example
Market context Symbol, timeframe, bias, key levels, trade math, and warnings in a compact context panel.
NEO analysis options control panel
Analysis options Trader-configurable inputs for risk mode, entry mode, overlay mode, and analysis detail placement.
NEO execution marker controls
Execution markers Optional overlays for suggested levels, targets, stop marker, zones, and risk/reward box.
NEO indicator analysis controls
Indicator controls Indicator selection controls for adding market context without overcrowding the chart.
NEO optional market structure controls
Optional market structure Controls for liquidity zones, supply and demand zones, and higher-timeframe context.

Explainability

Example Analysis Breakdown

This sanitized beta example shows how NEO turns chart context into an execution-oriented read. The reasoning is visible, while proprietary scoring formulas and internal weighting remain private.

Sanitized NEO chart analysis example
AAPL 15-minute beta example with NEO verdict overlay.
Verdict Wait for fast trigger above 310.1082

NEO does not force an entry while the setup needs confirmation.

Confidence 43/100 - Wait

The read is cautious because confirmation quality is not yet strong enough.

Continuation quality Weak follow-through risk

Extension after a sharp move can become vulnerable without renewed buying strength.

Key levels Up 310.11 | Down 306.33

NEO anchors the decision map around nearby resistance, support, VWAP, and invalidation.

Risk explanation Extension can reverse quickly

The chart shows a strong advance followed by hesitation, so risk control matters before action.

Execution logic Reclaim VWAP, then confirm trigger

The plan favors patience until price behavior supports the intended path.

Realism check Target path requires confirmation

NEO separates a possible move from a disciplined trade plan.

Continuation quality example

NEO separates a strong move from a disciplined continuation setup.

This real NEO example shows how reclaimed structure, follow-through, and execution quality influence continuation confidence.

PCLA continuation quality example with NEO recommended best entry
Recommended best-entry context NEO highlights the area where the continuation thesis begins to become actionable, while still requiring confirmation.
PCLA continuation planning map with target and risk levels
Continuation planning map NEO frames target-needed behavior, entry reference, VWAP context, support, and stop placement without implying guaranteed outcome.
Continuation read Strong move, conditional follow-through

Momentum is visible, but NEO still treats the continuation as conditional on structure holding and buyers confirming.

What NEO checks Reclaimed levels and follow-through quality

The example distinguishes a vertical move from a controlled plan by watching how price behaves after reclaiming the entry area.

Risk realism Target path versus invalidation

NEO keeps the plan grounded by comparing the desired continuation path against stop placement and target-needed levels.

Planned Mobile Experience

Coming Soon: mobile review without pretending it is live today.

The desktop beta is the current product proof. Mobile interaction is planned as a focused review experience for traders who need to inspect context, screenshots, and journal history away from the main workstation.

Coming Soon
  • Tap-to-expand screenshots
  • Fullscreen chart review
  • Swipeable analysis panels
  • Mobile replay review
  • Responsive execution planning

Private beta

Private beta in development.

NEO is being shaped for traders who want a cleaner process around chart review, execution planning, journaling, and risk discipline.

Disclaimer

Educational and informational software.

NEO is educational and informational software. It does not provide financial advice or guarantee trading outcomes. Trading involves risk, and traders are responsible for their own decisions.