AI FINANCE
AI FINANCE

AI Powered, Technology Driven Investment Approach

AI Powered, Technology Driven Investment Approach

AI Powered, Technology Driven Investment Approach

Exponential's AI Deep Learning-based model

Exponential's AI Deep Learning-based model

Exponential's AI Deep Learning-based model

ESTsoft researches and develops trading algorithms using artificial intelligence deep learning.


In particular, it efficiently analyzes the complex correlations of numerous difficult and complex variables within the financial market and derives algorithms that can quickly detect market changes, allowing for flexible adaptation to market conditions and leading to stable investments.

Financial artificial intelligence platform, DEUS EX MACHINA

Exponential's financial artificial intelligence platform is another financial transaction innovation. It consists of its own developed financial AI algorithm and a framework to validate it, which can automatically apply various strategies to financial transactions.

금융 인공지능 플랫폼
DEUS EX MACHINA

Exponential's financial artificial intelligence platform is another financial transaction innovation. It is composed of internally developed financial artificial intelligence algorithms and a framework to validate them, allowing the automatic application of various strategies to financial transactions.

Financial artificial intelligence platform, DEUS EX MACHINA

Exponential's financial artificial intelligence platform is another financial transaction innovation. It consists of independently developed financial artificial intelligence algorithms and a framework to validate them, allowing for the automatic application of various strategies to financial transactions.

Financial artificial intelligence algorithm development project, DEUS

Financial artificial intelligence algorithm development project, DEUS

Financial artificial intelligence algorithm development project, DEUS

Developing various financial artificial intelligence algorithms and adopting verified strategies to automatically trade or utilize as signals, the financial artificial intelligence model R&D project

Algorithm Classification

Description

Real-time analysis

Real-time Tick data such as order books and bid/ask execution data, as well as minute-by-minute data, are used to detect signals

Optimization of stock portfolio

Learning past stock price patterns to predict future stock movements or determine buying/selling opportunities

Recognition of the phase asset distribution

Learning from various market indicators, the current market situation is analyzed based on similar past trends to allocate assets

Statistical Arbitrage

Price divergence according to a more sophisticated option pricing model, entry when a temporary price divergence occurs in a Pair with high correlation

Investment based on unstructured data

By studying the relationship between news, corporate disclosures, and stock prices, signals are discovered and stocks with high potential for appreciation are selected

Supply and demand analysis

Predicting supply and demand and price volatility based on investor/broker trading trends

Algorithm Classification

Description

Real-time analysis

Real-time Tick data such as order books and bid/ask execution data, as well as minute-by-minute data, are used to detect signals

Optimization of stock portfolio

Learning past stock price patterns to predict future stock movements or determine buying/selling opportunities

Recognition of the phase asset distribution

Learning from various market indicators, the current market situation is analyzed based on similar past trends to allocate assets

Statistical Arbitrage

Price divergence according to a more sophisticated option pricing model, entry when a temporary price divergence occurs in a Pair with high correlation

Investment based on unstructured data

Studying the relationship between news, corporate disclosures, and stock prices. We discover signals and select stocks with a high possibility of rising.

Supply and demand analysis

Predicting supply and demand and price volatility based on investor/broker trading trends

Algorithm Classification

Description

Real-time analysis

Real-time Tick data such as order books and bid/ask execution data, as well as minute-by-minute data, are used to detect signals

Optimization of stock portfolio

Learning past stock price patterns to predict future stock movements or determine buying/selling opportunities

Recognition of the phase asset distribution

Learning from various market indicators, the current market situation is analyzed based on similar past trends to allocate assets

Statistical Arbitrage

Price divergence according to a more sophisticated option pricing model, entry when a temporary price divergence occurs in a Pair with high correlation

Investment based on unstructured data

By studying the relationship between news, corporate disclosures, and stock prices, signals are discovered and stocks with high potential for appreciation are selected

Supply and demand analysis

Predicting supply and demand and price volatility based on investor/broker trading trends

Financial Artificial Intelligence Framework Development Project, MACHINA

Development project for an artificial intelligence framework that verifies various financial artificial intelligence algorithms

Supports fast strategy development Cycle

Structured, unstructured past data, simulation data, and real-time data can all be easily connected in the same way

Backtesting, simulation, mock trading, and live trading are all supported with a single strategy implementation

Strategy operation evaluation Process control

Backtesting, simulation, mock trading, verification process through real trading standardized, reporting standardized evaluation indicators

Monitoring risk assessment results and managing risks such as portfolio quotas accordingly

Container-based Workflow management

In the deep learning cluster, data collection, model training, backtesting, simulated trading,

and actual trading are performed based on scheduled reservations or dependencies, and the process is managed and monitored

Financial Artificial Intelligence
Framework Development Project, MACHINA

Various financial artificial intelligence algorithms validation

Artificial Intelligence framework development project

Supports fast strategy development Cycle

Structured and unstructured historical data, simulation data, and real-time data can be easily connected in the same manner with a single strategic implementation, supporting backtesting, simulation, mock trading, and live trading.

Strategy operation evaluation Process control

Backtesting, simulation, mock trading, and real trading are standardized, and the reporting risk assessment results of standardized evaluation indicators are monitored and managed for risks such as portfolio quotas.

Container-based Workflow management

Scheduled tasks or dependencies in the deep learning cluster are used to perform data collection, model training, backtesting, simulated trading, and real trading, and to manage and monitor the process.

Financial Artificial Intelligence Framework Development Project, MACHINA

Development project for an artificial intelligence framework that verifies various financial artificial intelligence algorithms

Supports fast strategy development Cycle

Both structured and unstructured past data, simulation data, and real-time data

are all easily connected in the same way, allowing backtesting, simulation,

mock trading, and actual trading with a single strategy implementation

Strategy operation evaluation Process control

Backtesting, simulation, mock trading, and verification through real trading are standardized,

standardized evaluation indicators are reported monitoring risk assessment results

portfolio quota, etc. manage risk

Container-based Workflow management

Deep learning clusters perform data collection, model training,

backtesting, simulation trading, and actual trading based on reserved schedules or dependencies, and manage and monitor the process

Financial Artificial Intelligence Platform, DEUS EX MACHINA

Financial Artificial Intelligence Platform, DEUS EX MACHINA

Financial Artificial Intelligence Platform, DEUS EX MACHINA

The in-house developed financial artificial intelligence algorithm (DEUS) is merged with the verification framework (MACHINA) to shape the appearance of the financial artificial intelligence platform.
This platform carries out artificial intelligence-based financial transactions through a series of processes.

The finance artificial intelligence algorithm (DEUS) developed through independent R&D is merged with the validation framework (MACHINA) to form the shape of a finance artificial intelligence platform. This platform conducts AI-based financial transactions through a series of processes.

WE WORK WITH AI

We believe that AI makes the world more convenient and safer

1.

Senior care with AI

AI senior care service that takes responsibility for seniors' Fun and cognitive enhancement with AI human technology

2.

Education with AI

Celebrity instructor video lecture creation, TOEIC speaking education content production, as a fitness training instructor

Expansion of educational businesses in various fields such as AI content

3.

Content with AI

Implementing 'moving pictures' with EST AI technology, 'face transformation, makeup application, and clothing creation' through deep learning

Creating and utilizing various AI human content such as new employee analysts, announcers, etc.

4.

API business with AI

Companies can focus on their inherent customer value by providing data and solutions using AI

as an API.

5.

Software with AI

Background removal technology applied in ALSee Capture, like the smooth design of ESTsoft AI technology and ALTools products,

provides the utility environment that users want.

WE WORK WITH AI

We believe that AI makes the world more convenient and safer

1.

Senior care with AI

AI senior care service that takes responsibility for seniors' Fun and cognitive enhancement with AI human technology

2.

Education with AI

Celebrity instructor video lecture creation, TOEIC speaking education content production, as a fitness training instructor

Expansion of educational businesses in various fields such as AI content

3.

Content with AI

Implementing 'moving pictures' by applying EST AI technology, producing various AI human contents such as 'face transformation, makeup application, and clothing creation' for new employees including analysts and announcers, and utilizing them

4.

API business with AI

Companies can focus on their inherent customer value by providing data and solutions using AI

as an API.

5.

Software with AI

Background removal technology applied in ALSee Capture, like the smooth design of ESTsoft AI technology and ALTools products,

provides the utility environment that users want.

WE WORK WITH AI

We believe that AI makes the world more convenient and safer

1.

Senior care with AI

AI senior care service that takes responsibility for seniors' Fun and cognitive enhancement with AI human technology

2.

Education with AI

Expansion of educational businesses in various fields, such as the establishment of celebrity lecture video courses, production of TOEIC speaking educational content, and AI content as a fitness training instructor

3.

Content with AI

Implementing 'moving pictures' with EST AI technology, 'face transformation, makeup application, and clothing creation' through deep learning

Creating and utilizing various AI human content such as new employee analysts, announcers, etc.

4.

API business with AI

We provide data and solutions utilizing AI through APIs to enable companies to focus on their intrinsic customer value.

5.

Software with AI

Background removal technology applied in ALSee Capture, like the smooth design of ESTsoft AI technology and ALTools products,

provides the utility environment that users want.

LET'S Connect

We collaborate with ambitious brands and people around the world.

To learn more about creating digital experiences that effectively reach and engage customers and target audiences, please contact us.

Download Company Brochure

CEO: Sangwon Jung

Business Registration Number 229-81-03214 Mail-Order Business Notification Number 2011-Seoul Seocho-1962

EST Building, 3 Banpo-daero, Seocho-gu, Seoul (Postal Code)06711

Family Site

LET'S Connect

We collaborate with ambitious brands and people around the world.

To learn more about creating digital experiences that effectively reach and engage customers and target audiences, please contact us.

Download Company Brochure

CEO: Sangwon Jung

Business Registration Number 229-81-03214 Mail-Order Business Notification Number 2011-Seoul Seocho-1962

EST Building, 3 Banpo-daero, Seocho-gu, Seoul (Postal Code)06711

Family Site

LET'S Connect

We collaborate with ambitious brands and people around the world.

To learn more about creating digital experiences that effectively reach and engage customers and target audiences, please contact us.

Download Company Brochure

CEO: Sangwon Jung

Business Registration Number 229-81-03214 Mail-Order Business Notification Number 2011-Seoul Seocho-1962

EST Building, 3 Banpo-daero, Seocho-gu, Seoul (Postal Code)06711

Family Site