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Open a position on Bumper by depositing your asset and choosing a protected minimum value. If the asset price goes up, so does the value and you retain your asset. If the price goes below your floor, at the end of your term you can exit with stablecoin and accumulate more assets at a lower price. Or pocket the stablecoin and preserve the value of the assets held.
Generate yields by putting your stablecoins to work. Bumper provides a secure and efficient platform to earn passive income, allowing you to make the most of your stablecoin holdings and grow your wealth.
Bumper's core function is a pooled risk market . On one side, users hedge crypto assets by choosing a term and locking in a floor price. Through active rebalancing mechanisms the protocol ensures the chosen minimum value is preserved at the end of the term.
On the other side of the market, users deposit stablecoin liquidity to balance the protocol and earn a yield derived from streamia (dynamic premia) paid by protection takers.
Bumper's AI integrations include three key tech stacks: Price Prediction, Sentiment Analysis, and Technical Analysis. Supported by Agent-Based Modelling, these functions boost protocol efficiency by 5-25%.
This approach balances lower premiums, higher yields, and solvency robustness, enhancing market insights and decision-making.
Bumper's security measures ensure a safe and transparent DeFi platform. Our robust smart contracts are developed by expert teams and rigorously audited.
Comprehensive full-stack security measures protect both front-end and back-end systems. Bumper also prioritizes economic security, demonstrating resilience through extensive multi-year simulations and real-time analysis, ensuring reliability even in bear markets and 'Black Swan' events.
Our Agent-Based Model (ABM) was used in conjunction with AI techniques to create more complex and adaptive simulations. Agents in the ABM system used machine learning algorithms to learn and adapt their behaviour based on past actions, and market changes. The integration of ABM with AI methods led to more sophisticated modelling and simulation capabilities for Bumper.
AI is used throughout the code and smart contract development to iteratively work through code optimisation and protocol performance.
Of most significance Bumper uses a pre-trained Large Language Model to ingest vast amounts of financial text data and broadly categorise sentiment. This critical tool uses advanced classification techniques to identify distinct financial vocabulary. Equipped with attention mechanisms and transformer-based structures, the LLM is able to discern market sentiment and investor behaviour and signal future market trends.
These signals are then fed into premium calculations alongside Price Risk Factor (PRF), Liquidity Risk Factor (LRF)and Risk Rating of Positions (RRP). This frontier tech optimises Bumper’s innovative streamia model and is world-first in connecting LLM technology with smart contracts to offer price protection. Since it has become such a narrative in 2024, we’ve doubled down on efforts to become the first AI-powered Risk Management platform in DeFi.
