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TANDAVA

An autonomous AI portfolio guardian that anticipates market risk using Fourier spectral diffusion and writes its decisions on-chain via X Layer.

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Description

TANDAVA is a proactive, autonomous AI guardian built for the OKX.AI Agent Marketplace. It doesn't wait for you to ask; it watches.

Under the hood, TANDAVA uses the Panchakritya Swarm—a team of 5 specialized AI agents working in a continuous asynchronous loop (the Damaru engine). It extracts your wallet holdings across EVM chains, calculates a holistic health score (0–108), and uses Fourier spectral decomposition to forecast price volatility.

If risk crosses a critical threshold, the autonomous Telegram bot immediately alerts you with actionable trimming advice. Crucially, every final decision made by the AI is cryptographically signed and published as a .fr (Financial Record) on X Layer, ensuring the AI's track record is 100% immutable and verifiable.

Key Features

  1. Autonomous Telegram Guardian: A non-blocking, asynchronous bot that pushes alerts to you the instant risk rises—no prompting required.

  2. Panchakritya AI Swarm: 5 specialized agents (Data gathering, On-chain proof, Risk weighting, Anomaly detection, and Final synthesis).

    • Srishti: Extracts and gathers cross-chain wallet data.

    • Tirobhava: Proves asset ownership using on-chain transaction history.

    • Sthiti: Weighs risk (concentration, volatility, liquidity).

    • Trinetra: Opens its "third eye" to hunt for anomalies and pool manipulation.

    • Samhara: Synthesizes the final decision and trims toxic positions.

  3. Fourier Diffusion Forecasting: Analyzes price action in the frequency domain to predict widening volatility bands.

  4. On-chain Attestation (X Layer): Every risk report is ECDSA-signed by the backend and verifiable against a deployed Solidity contract on X Layer.

  5. x402 Payment Gateway: Native OKX Payment SDK integration that gates the A2MCP endpoints, successfully charging 0.01 USDT per use on the OKX.AI marketplace.

Tech Stack

  • AI / Agent Logic: Python (FastAPI), LangChain

  • Blockchain: Solidity, Web3.py, X Layer (Testnet), OKX Web3 APIs

  • Frontend / UI: React, Vite, CSS (VT323 Pixel Theme)

  • Deployment: Render (Backend), Vercel (Frontend)

Smart Contract (X Layer Testnet)

0x7849a95B2d7C68B90e654eaf365da600e5A82Dd2

Links

Progress During Hackathon

<ul><li><p><strong>AI Logic:</strong> Built a 5-agent AI swarm using LangChain to actively monitor crypto wallets.</p></li><li><p><strong>Risk Model:</strong> Developed a custom mathematical model (Fourier diffusion) to predict portfolio risks.</p></li><li><p><strong>Web3 Payments:</strong> Integrated the OKX x402 Payment SDK to securely charge 0.01 USDT per analysis.</p></li><li><p><strong>On-Chain Proof:</strong> Deployed a smart contract on X Layer testnet to record all AI decisions permanently on the blockchain.</p></li><li><p><strong>Live Launch:</strong> Passed the official review and launched live on the <a href="http://OKX.AI">OKX.AI</a> marketplace, generating real paid traffic!</p></li></ul><p><br></p>

Tech Stack

Python
React
Solidity
Web3

Fundraising Status

<p><span style="color: rgb(204, 204, 204)"><mark data-color="oklch(0.553 0.013 58.071)" style="background-color: oklch(0.553 0.013 58.071); color: inherit">Bootstrapped</mark></span></p>

Team LeaderSSuyash Matade
Sector
DeFiAI

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