Acropolis does the heavy lifting for you, predicting crypto-currency movements 24/7
Acropolis has been developed internally by our team with over a decade of experience in applying ML and AI models to financial markets.
All of our models are designed to work in synergy. The user may however use them indiviually to suit their trading style.
Gain access to technology that powers some of the world's largest wealth management funds, delivered to the user on a simple to understand dashboard.
We are changing the landscape for Retail Traders
Time Series Forcasting
Acropolis utilises advanced Temporal Fusion Transformer (TFT) models and ARIMA (Autoregressive Integrated Moving Average) models for time series prediction. These cutting-edge models enable us to analyse historical data and identify patterns within a specified lookback period, focusing on the recent history of the time series.
Once we have generated the predictions, we display them alongside the original price series, allowing users to easily compare and evaluate the forecasted trends.
Classification
Acropolis combine the power of advanced neural network classification models with cutting-edge technical analyses to provide users with valuable insights in the dynamic cryptocurrency market. By calculating every known technical analyses indicator and filtering out those with high correlation, as well as computing our own proprietary statistical indicators, we create a comprehensive dataset for the entire history of each crypto asset.
Our classification model is designed to predict whether a given asset's value will rise or fall in the near future. It can process vast amounts of data and identify intricate relationships between numerous indicators within seconds, a task virtually impossible for humans. By harnessing this data-driven approach, we empower traders to make well-informed decisions and capitalize on opportunities in the ever-changing cryptocurrency landscape without being influenced by emotions.
Volume Analysis
Acropolis aggregate recent trade information and order book data from three of the largest exchanges, allowing us to collect comprehensive data on all trades made across the assets we support. This extensive data collection enables us to provide valuable insights to our users.
Acropolis gives users the ability to identify high liquad price ranges and allowing them to see where large buy and sell orders are placed on each exchange. This information is crucial for price action trading. When combined with our cutting-edge classification and time series models, Acropolis provides users with a significant advantage over the regular retail trader.
Pattern Recognition
Acropolis approaches pattern recognition in a unique way. Instead of relying on traditional candlestick patterns, we employ machine learning models to analyse the entire history of each asset, allowing the models to autonomously identify and interpret patterns.
This eliminates the human aspect of pattern identification. We enable the machine learning model to determine the optimal number of time steps to consider and accurately recognize the patterns present in the data. This approach allows Acropolis to remain objective.
Mean reversion and trend detection
Acropolis employs statistical models and tests to analyse a price series and determine whether it is trending, mean-reverting, or mean-reverting around a trend. By doing so, we provide valuable insights into the underlying market dynamics.
When a price series is found to be trending, we assess the strength of the trend to help users understand its potential longevity and impact. If the series is mean-reverting, we identify critical price levels that can be used for effective trading strategies.
Get in contact with us
Whether you're a trader, researcher, or fund manager, feel free to reach out to us. Early access to our platform and data access can be granted upon request. We eagerly anticipate offering our services and hearing insights from experts in the field.