Large
Financial Model
An infrastructure service for hedge fund strategies and other market participants, powered by AI/ML risk forecasting models via API.
Risk Module (API-FIRST)
What?
- Generates predictions based on Big Data and financial data.
- Assesses event probabilities in real-time by analyzing a set of defined parameters.
- Forecasts risks and provides probabilities for price changes, trading volumes, liquidity, and other key market parameters.
How?
- Utilizes a proprietary AI/ML financial model.
- Analysis of large-scale market data.
The current version evaluates over 20 parameters and generates the following predictions:
- Price range probability (Range Probability)
- Trading volume change probability (Volume Probability)
- Probability of change in the number of swap transactions.
- Liquidity change probability (Liquidity Probability)
Key Features:
- We don’t compete with LLMs or AI agents built on LLMs, as the product focuses on a different area.
- UVP is our proprietary AI models tailored for the risk module with API access.
FAQ
We can calculate the probability of the price
range in 2-12 hours.
We use a combination of normal distribution and neural networks to adjust the mathematical model.
More details here: Documentation
Yes, efficiency proved off-chain and on-chain. Here are the test results – Test results
Yes, here is the API documentation.
And what is next?
It’s the first step in bringing a traditional finance approach adjusted by DeFi big data-based neural networks. We are going to introduce more tools shortly.
We have a CLMM farming strategy based on this risk module.
LIQUIDITY MANAGEMENT STRATEGY (LMS)
What?
Uses predictions from the Risk Module to allocate liquidity, particularly in LPs on Uni v3 and similar protocols.
How?
Automated liquidity management with a performance fee, including B2B and the EasyDefi app available for retail users.
Key Objective:
Earn high APR and minimize risks, primarily related to IL (impermanent loss) and/or trading
EASYDEFI APP FOR RETAIL USERS
What?
The end user deposits liquidity and earns high APR using the Liquidity Management Strategy (LMS) product.
How?
A simple web interface (and app) for users, allowing them to connect Web3 wallets and deposit/ withdraw liquidity in just a few clicks – app.leechprotocol.com
Key Features:
Product promotion and earning commissions from the generated income.