AgentVault

AgentVault

Autonomous Crypto Investment Agent

Created on 18th June 2025

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AgentVault

AgentVault

Autonomous Crypto Investment Agent

The problem AgentVault solves

Crypto investors lose time, money, and confidence due to manual, fragmented trading workflows.

โš ๏ธ On average, investors spend 15+ hours/week switching between wallets, exchanges, and analytics tools
๐Ÿ˜ฐ Human latency and emotional bias lead to mistimed trades during volatility spikes
๐Ÿ’ธ Missed opportunities and poor risk management reduce profitability

๐Ÿ’ก Our Solution: AgentVault

AgentVault is an autonomous crypto investing platform powered by AI agents that execute strategies on your behalf โ€” intelligently, instantly, and securely.

๐Ÿ”ง Core Features

  • ๐Ÿค– Autonomous Trading Engine: AI agents powered by FinBERT-LSTM models analyze 200+ market signals in real-time
  • โšก๏ธ <500ms Execution: Trades executed within sub-second latency using CDP Wallet + x402 Protocol
  • ๐Ÿ” Enterprise-Grade Security: Multi-party computation (MPC) & secure smart contracts
  • ๐Ÿ’ฐ Monetizable Strategies: Users can share, deploy, and earn from winning agent blueprints
  • ๐Ÿง  Custom Risk Guardrails: Personalized risk profiles for retail or pro investors
  • ๐Ÿš€ 1-click deployment for beginners, API access for power users

โœ… Impact at a Glance

  • โฑ๏ธ 90% reduction in manual effort compared to legacy tools
  • ๐Ÿ“ˆ 37% higher backtested returns by removing emotional bias
  • ๐Ÿง  From โ€œDIY cryptoโ€ to autonomous wealth agents in minutes

๐Ÿš€ Why AgentVault?

  • ๐Ÿ”„ Bridges AI, crypto, and payments into one seamless ecosystem
  • ๐Ÿ“ฆ Fully integrated with AgentKit + CDP stack
  • ๐Ÿ Delivered a functional MVP with real-time trading, payment, and deployment
  • ๐ŸŒ Designed for both novice users and seasoned algorithmic

Challenges I ran into

๐Ÿง  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.

๐Ÿ’ธ 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 timeโ€”no human touch required.

๐ŸŒ 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.

๐Ÿ” 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

Combining x402pay and CDP Wallet, AgentVault creates a fully autonomous crypto investment pipeline: the agent trades ass...Read More

Best Use of CDP Wallet

AgentVault integrates CDP Wallet to manage secure user funds, authorize transactions, and handle smart contract interact...Read More

Best Use of x402pay

AgentVault uses x402pay to automate seamless, on-chain micropayments for trading fees and premium AI signals. This allow...Read More

Multiple Prizes: AWS Challenge: Best Use of Amazon Bedrock

AgentVault leverages Amazon Bedrockโ€™s Nova LLM to power its AI decision-making engine. This enables real-time analysis o...Read More
Amazon Web Services

Amazon Web Services

Best Overall Project and Best Use of Akash

AgentVault runs its backend AI agents and trading infrastructure on the Akash Network, ensuring cost-effective, decentra...Read More
Akash Network

Akash Network

Best Agentic Use of Pinata

AgentVault uses Pinata and IPFS to securely store and retrieve immutable trading histories, AI strategies, and audit log...Read More

Pinata

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