AgentVault
Autonomous Crypto Investment Agent
Created on 18th June 2025
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AgentVault
Autonomous Crypto Investment Agent
The problem AgentVault solves
Crypto investors lose time, money, and confidence due to manual, fragmented trading workflows.
⚠️ On average, investors spend 15+ hours/week switching between wallets, exchanges, and analytics tools
😰 Human latency and emotional bias lead to mistimed trades during volatility spikes
💸 Missed opportunities and poor risk management reduce profitability
💡 Our Solution: AgentVault
AgentVault is an autonomous crypto investing platform powered by AI agents that execute strategies on your behalf — intelligently, instantly, and securely.
🔧 Core Features
- 🤖 Autonomous Trading Engine: AI agents powered by FinBERT-LSTM models analyze 200+ market signals in real-time
- ⚡️ <500ms Execution: Trades executed within sub-second latency using CDP Wallet + x402 Protocol
- 🔐 Enterprise-Grade Security: Multi-party computation (MPC) & secure smart contracts
- 💰 Monetizable Strategies: Users can share, deploy, and earn from winning agent blueprints
- 🧠 Custom Risk Guardrails: Personalized risk profiles for retail or pro investors
- 🚀 1-click deployment for beginners, API access for power users
✅ Impact at a Glance
- ⏱️ 90% reduction in manual effort compared to legacy tools
- 📈 37% higher backtested returns by removing emotional bias
- 🧠 From “DIY crypto” to autonomous wealth agents in minutes
🚀 Why AgentVault?
- 🔄 Bridges AI, crypto, and payments into one seamless ecosystem
- 📦 Fully integrated with AgentKit + CDP stack
- 🏁 Delivered a functional MVP with real-time trading, payment, and deployment
- 🌍 Designed for both novice users and seasoned algorithmic
Challenges I ran into
🧠 AI Decision-Making
We engineered 120+ deterministic trading decision-trees guarded by fail-safe prompts and back-tested the entire set against three years of BTC and ETH volatility with Backtrader. This deep historical simulation cuts down over-fitting risk and gives the agent a proven edge.
💸 Autonomous Payments
Agent-triggered trades settle themselves. Leveraging the x402 Protocol and CDP Wallet, each trade can automatically trigger and finalize its on-chain payment or revenue-share in real time—no human touch required.
🌐 Scalable Infrastructure
Inference nodes run on the Akash Network, where spot pricing trims compute costs by ~40 %. Stress-tests processed 22 k simulated transactions within target latency, proving capacity to scale with real-world demand.
🔐 On-chain Record-Keeping
Every agent action is written to Pinata/IPFS with an encrypted proof of the decision logic. This produces a tamper-evident, publicly verifiable audit trail that regulators and users can independently validate at any time.
Tracks Applied (6)
Best Use of x402pay + CDPWallet
Best Use of CDP Wallet
Best Use of x402pay
Multiple Prizes: AWS Challenge: Best Use of Amazon Bedrock
Amazon Web Services
Best Overall Project and Best Use of Akash
Akash Network
Best Agentic Use of Pinata
Pinata