We as the Astrid team strongly believe that Blockchain is a disruptive technology with high potential. However, we truly believe that it can be improved and optimized through Artificial Intelligence. For this reason, our team consists of both Blockchain Developers and Data Scientists. This allows us to analyze your problem thoroughly and develop performant AI models that can improve your Blockchain product, allowing you to lower costs or improve user experience.
Astrid offers a suite of AI models for different types of Blockchain products shown here:
-Network Gas Fee Predictor. A model built with over ten on-chain and off-chain parameters that can predict gas fee trends over the next days. A powerful predictor to make it possible to DeFi protocol to let their users save money and improve their service;
-Coin accumulator. The developed model can predict in short timeframes the performance of a given crypto using more than ten variables, on-chain and technical indicators. In this way it is possible to identify optimal times to sell or buy. This strategy makes it possible to increase the amount of crypto held. This service is great for DeFi protocols to offer a new service to their users or for private users who can rely on a powerful automated tool;
-Portfolio Management. A powerful model capable of building a portofolio for a given crypto list suitable for any level of risk. It uses dozens of technical indicators (such as the Sharpe Ratio) from the past and forecasts to dynamically allocate the weight of each crypto in the portfolio in an optimized manner. This service is great for DeFi protocols to offer a new service to their users or for private users who can rely on a powerful automated tool;
-User Behavior Clustering. Through accurate Clustering algorithms, our model is able to analyze the transaction history of dApps or entire Blockchains, going to identify the most recurring user profiles: for example, it is possible to deduce whether there are more whales or micro-investors in an environment, the times of greatest activity, and the frequency with which transactions are executed;
-Yield Farming APR Predictions. Un modello capace di predire l'APR di una lista di liquidity pools sia sul breve che sul lungo termine. Le previsioni sul breve termine possono essere usate per costruire una strategia di passive incomes capace di spostare i soldi tra le varie liquidity pools in modo da massimizzare l'APY. Le previsioni nel lungo termine possono essere utili per calcolare in maniera più accurata l'APR di una data liquidity pool rispetto alla formula standard attualmente utilizzata (Volume*Fee*365 Days);
-Natural Language Processing. We develop models that can process textual data and extract key-stats of any Blockchain related product, such as Topic Analysis or Sentiment Analysis.
-Customized AI Models. If you have a specific request for a problem to be solved or a process to be optimized on your Smart Contract, please do not hesitate to contact us. We will be able to study your request and develop an accurate and powerful model; This way you will know the time to execute the transaction at a lower cost and save money;
If you are concerned that your model is not accurate enough, don't be worried: we will develop your model and show you the accuracy parameters. If they are acceptable, we will proceed to the back-testing phase, that is, we will test the model with real-time data. Only if we find the back-testing phase satisfactory will we deliver the model to you.