Architecture Overview
Sovra AI is built as a layered system combining mobile-native user experience, AI intelligence, and decentralized infrastructure. Each component plays a key role in delivering Sovra’s mission to empower users with autonomous AI trading on the go.
Mobile App (iOS/Android Native) The Sovra mobile application is the primary user interface—designed from the ground up for mobile-first usage. Key features include:
Cross-platform compatibility for iOS and Android devices.
A conversational UI that allows users to chat with the AI to ask questions, request trades, and get insights.
Real-time portfolio monitoring, trade alerts, and market signals.
Trade approvals via push notifications or biometric confirmation.
Embedded wallet functionality (send, receive, stake, swap) with Base/ETH support.
This app is the user’s portal into Sovra’s AI, trading tools, and the Virtuals Protocol ecosystem.
AI Engine (NLP + Reinforcement Learning) At the core of Sovra is a hybrid AI engine that powers both its conversation interface and autonomous trading features. It consists of:
Natural Language Processing (NLP) to understand user intent and context through chat.
Reinforcement Learning (RL) agents that adapt to user strategies, optimizing decisions over time.
A scoring engine that evaluates tokens based on volatility, trend momentum, liquidity, and social sentiment.
Continual training loops that improve the model with every user interaction and trade outcome.
This intelligent core gives Sovra its unique edge as both an AI analyst and trading companion.
On-chain Smart Contract Interaction Layer (Base/ETH) Sovra integrates directly with the blockchain using a smart contract interaction layer built on Base (an Ethereum L2) and Ethereum Mainnet. This layer allows Sovra to:
Execute trades, swaps, staking, and yield farming operations.
Communicate securely with Virtuals Protocol contracts and agent tokens.
Fetch on-chain data such as token balances, price feeds, and staking positions in real-time.
Sign and broadcast transactions directly from the mobile app using encrypted private keys.
It ensures Sovra remains non-custodial and trustless, with full control in the hands of users.
Sovra Cloud: Off-chain Analytics Layer The Sovra Cloud is the brain behind the wallet’s predictive intelligence. It collects and analyzes off-chain data, which includes:
Market sentiment from social media, forums, and Discord groups.
News sentiment analysis, token listings, community events.
Historical trading data to benchmark performance and backtest strategies.
Cross-agent analytics for discovering trends in the Virtuals ecosystem.
This layer is essential for advanced trade suggestions, portfolio risk analysis, and user strategy learning—without overloading the mobile app or blockchain.
Knowledgebase Engine: Virtuals Project Parser and Analyzer Sovra includes a specialized parser designed for the Virtuals Protocol. This module continuously monitors and interprets data related to AI agents, including:
New project launches and agent deployments.
Behavioral models and agent-to-agent interactions.
Tokenomics, mission objectives, governance activity, and trading history.
Risk factors, community engagement, and staking metrics.
The knowledgebase feeds Sovra’s AI with a deep understanding of Virtuals agents, allowing users to make informed decisions and unlock hidden value in the ecosystem.
Together, these five components create a tightly integrated, smart and responsive Web3 wallet that not only helps users navigate crypto markets—but actively partners with them to grow their portfolios and improve their decision-making over time.
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