Real-time data analysis interface of the VAKIF platform
Decision Support for Intraday Trading

Manage with Data, Win Fast

VAKIF provides concrete decision support to intraday traders by processing market data in real time. Every signal is time stamped, every suggestion can be traced back.

What is VAKIF

An analysis layer that transforms raw data into measurable decisions

VAKIF combines price, volume and news flow from stock and derivative markets on a single model. The model evaluates historical price movements and current market microstructure simultaneously.

Output; It is not investment advice but a verifiable decision input. Every suggestion; The data source used is presented along with the time period and confidence score, so the trader makes the final decision in his own context.

Data analysis and model development process of the VAKIF team
Transparent Performance

Every decision is recorded, every report is accessible

VAKIF doesn't just generate suggestions; It also shows the result of the suggestion. The structure below summarizes what topics the daily report includes — traceability architecture, not numbers, is key.

Transaction Log Time Stamped Recording

Each signal generated is archived along with the input time, the data set used, and the model version.

Accuracy Tracking Backward Verification

Past recommendations are compared with actual price movement and the deviation rate is reported.

Risk Score Position Based Measurement

For each signal, a risk level is calculated based on volatility and liquidity conditions.

Daily Report Preview

Sample Format
Report PeriodTrading Day Closing
Number of Signals GeneratedDaily Total
Verified / PendingRealization Status
Average Trust ScoreModel Based
AccessPDF and API
technology

Three components, one decision flow

The model architecture consists of three layers: prediction, risk, and transaction speed. Each layer works independently, but the outputs combine into a single recommendation.

01

Predictive Modeling

The model analyzes patterns in price and volume data; It predicts possible direction and power as a numerical score.

02

Risk Reduction

It pre-marks and limits possible loss scenarios by evaluating position size and volatility data together.

03

Real Time Processing

Market data is processed at the millisecond level; The signal delay is updated simultaneously with the change in the order book.

Working Method

Three-step flow from data to strategy

The process is linear and each step leaves a measurable input to the next.

1

Data Collection

Price, volume and order book data are collected simultaneously from multiple sources and converted to a standard format.

2

Artificial Intelligence Filtering

The model separates meaningful signals from noise; Only patterns that exceed the specified confidence threshold are carried forward.

3

Strategic Decision

The filtered signal is presented to the trader along with the risk score and time information; The final approval always lies with the user.

Usage Scenarios

The same discipline applied to different trading styles

VAKIF applies the same data validation logic regardless of transaction frequency and time horizon.

Signal Clarity in High Frequency Operation

The risk of emotional decisions is high in positions that are opened and closed in seconds. VAKIF monitors order book movement in real time and limits entry-exit points with numerical thresholds.

The trader filters the model output according to his own speed requirement and evaluates only signals above the confidence score he has determined.

Trend Following in Multi-Day Positions

The main risk with swing positions is reacting to short-term noise. VAKIF tracks trend strength over time by evaluating daily and hourly data sets together.

The daily report shows how model confidence has changed since the moment the position was opened.

Portfolio-Wide Exposure Control

When there is more than one open position, total risk visibility decreases. VAKIF combines positions based on volatility and correlation into a single risk table.

Notification when threshold is exceeded reduces the need for manual monitoring.

Frequently Asked Questions

Technical and security questions

The answers below give direct insight into the data processing and connectivity layer of the platform.

How is my data stored and who can access it?

Transaction and account data is encrypted in transit and during storage. Access is limited by role-based authorization; No sharing with third parties.

How much delay in signal generation?

The data processing pipeline is designed to operate at the millisecond level. Actual latency may vary depending on connection quality and data source used; This value can be monitored live on the user panel.

Does it integrate with my existing brokerage or terminal?

The platform exchanges data via standard API endpoints. The scope of integration depends on the API support of the broker used; Details are determined together with the technical team during the installation process.

Strengthen Your Decision Mechanism

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