Risk Module

Ai Fin 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.

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.

CURRENT STATUS​ AND DEVELOPMENT STRATEGY

Q2-Q3 2025

Improvement of the Risk Module and API (6-9 months)

Q4 2025

Scaling to the OMNI model​

Q3-Q4 2025

Development of strategies and liquidity launch​

Q1-Q2 2026

Attracting retail investors through EasyDefi​

Q4 2026 – Q2 2027​

Preparing ​ for the next investment round​

Core Team

Oleksandr Bondar

CEO

Artem Ramazanov

COO

Filonenko Slava

CTO

Oleks Dot

Marketing Lead

Danil Sizov

Product Lead

Yuri Cooliq

Blockchain engineer Team-lead

LeechProtocol in media

Contact us!

If you have any questions

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