# AI Framework
### Overview
Velvet Unicorn (VU) is the intelligence layer of Velvet OS, providing AI-powered research, trading, and DeFi automation.
It combines onchain data, market intelligence, and execution capabilities into a unified agent system that can analyze opportunities, generate insights, and take action through natural language.
Core capabilities include:
* Insights derived from onchain, market, and social data
* Natural language intent execution
* Autonomous trading and portfolio management
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### Velvet Unicorn AI
Velvet Unicorn is a self-improving multi-agent AI operating system built specifically for DeFi.
The system consists of specialized agents with defined roles such as Researcher, Analyst, Trader, and Executor. Roles can evolve or expand dynamically as the system learns and new capabilities are introduced.
Velvet Unicorn combines two AI layers:
* Large reasoning agents for analysis and decision making
* Task-specific models for functions such as statistical prediction and market classification
This hybrid architecture reduces hallucination risk and enables reliable execution in complex onchain environments.
Agents cooperate through a continuous feedback loop that evaluates outcomes and refines prompts and workflows. Over time, this improves accuracy, routing, and decision quality.
In practice, Velvet Unicorn:
* Understands user intent in natural language
* Routes requests to the appropriate specialist agent
* Analyzes token, market, and sentiment data
* Executes trades or DeFi actions when requested
***
### What You Can Do
Users interact with Velvet Unicorn through natural language.
Example queries include:
* What tokens are trending on Base
* What is new in the market today
* What is your top pick for the next hour
* Analyze the BTC chart
Velvet Unicorn returns structured intelligence including:
* Market summary and price action
* Social sentiment and news context
* Technical analysis
* Statistical price forecasts
* Risk signals and rug indicators
***
### From Insight to Action
Velvet Unicorn connects analysis directly to execution.
Users can act on insights through intent-based commands such as:
Trade 1 ETH into VU\
Allocate 500 USDC to the highest APY pool\
Rebalance my portfolio to Base memecoins
The AI routes the request through the Velvet execution engine and completes the onchain action.
This unifies research, decision making, and execution in a single interface.
***
### How to Use Velvet Unicorn
1. Visit dapp.velvet.capital
2. Connect your wallet
3. Open the Velvet Unicorn AI
4. Ask a question or request an action
Velvet Unicorn can provide insights or execute trades directly from the same interface.
***
## Roadmap
### Phase 1: Onchain Research
Velvet Unicorn analyzes onchain markets and generates statistical predictions and opportunity discovery.
Users can identify tokens, pools, and trends and then execute trades manually.
Additional data sources continue to expand research depth.
***
### Phase 2: Intent Based Execution
Velvet Unicorn can execute trades and DeFi actions from user intent.
The system moves from analysis to action, detecting opportunities, proposing trades, and executing them through the Velvet engine.
***
### Phase 3: Prompt-to-Strategy Portfolios
Velvet Unicorn will support fully automated onchain strategies generated directly from natural language.
Users describe a strategy including assets, allocation logic, indicators, and risk rules. Velvet Unicorn converts this into a live onchain portfolio that is continuously managed and rebalanced by agents.
#### Planned Strategy Types
* Momentum strategies based on technical indicators
* Yield optimization strategies across pools and vaults
* Airdrop farming strategies across ecosystems
* Market neutral strategies such as hedged or delta-neutral positions
* Memecoin strategies focused on early momentum and rotation
* AI signal following strategies based on Velvet Unicorn and AlphaHub signals
* Funding rate arbitrage strategies across perp venues
* Narrative rotation strategies that track sector momentum or catch a new meta such as AI Agents, perp DEX tokens, privacy tokens, etc
* Whale tracking strategies that mirror activity of selected wallets
* Liquidity Pool management
Each Prompt-to-Strategy portfolio runs autonomously and is continuously optimized through agent feedback and live market data.
***
## Vision
Velvet Unicorn is the intelligence layer of Velvet OS, a self-improving multi-agent DeFi operating system.
Its design principles:
Goal aligned autonomy so agents coordinate strategy and execution
Task specific intelligence with specialized models maximize accuracy
Continuous self improvement where agent performance is evaluated and refined
Modular expansion with new agent roles and capabilities can be added over time
The result is an AI framework capable of executing complex DeFi strategies and scaling across ecosystems, transforming how users and protocols operate onchain.
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