Where AION is going next
The product is live for Week 4 of the Nansen CLI competition. Here's what's shipped, what's coming next, and what we're dreaming about.
Live today
· shipped for Nansen CLI competition Week 4Nansen CLI Discovery Pipeline
8-stage autonomous scanner — from raw hot tokens to graded, risk-filtered, convergence-validated alpha.
Wallet Convergence Graph
Bubblemap-style force-directed visualization showing smart-money clusters and shared wallet relationships.
AI Signal Reasoning
Per-token verdicts (strong_buy / buy / watch / avoid) with confidence scores, bullish/bearish factor breakdowns, and risk flags.
Self-Evolving Scoring
Karpathy autoresearch-pattern loop: record → observe performance → LLM proposes weight adjustments → evaluate → commit.
Live Portfolio + Copy Trading
Real positions with DexScreener prices, live P/L, editable SL/TP targets, progress bars, and one-click copy trading via Nansen API.
Explicit Nansen CLI Command Log
Every backend call shown as a monospace command block with credit cost, duration, and copy-to-clipboard — full transparency.
Polymarket Whale Intelligence
Same discovery playbook on prediction markets. Scans hot markets, extracts top holders, grades them, and surfaces wallets betting across multiple events.
Telegram Discovery Bot
Push notifications after every 4h discovery run (EVM + Polymarket) with top tokens/markets, chart links, and credit usage.
Manual Scan Trigger + Live Status
On-demand discovery scans from the dashboard with real-time progress tracking, step indicators, and completion summaries.
Coming next
· post-competitionNon-Custodial Wallet Connect
Connect your own wallet to execute trades directly. AION finds the signal, you sign the swap. Zero custody, zero trust required.
Multi-Chain Expansion
Full scanning across all Nansen-supported chains. Cross-chain convergence signals when the same smart-money cluster accumulates on multiple chains.
Telegram Trading Controls
Interactive controls beyond notifications. Inline Buy/Skip buttons on each summary, /buy /close slash commands, and opt-in auto-buy for high-conviction signals.
Multi-Timeframe Convergence
Scan 1h / 4h / 24h / 7d windows simultaneously. Highest conviction signals are the ones that align across all four.
The vision
· long-term betsMulti-User Platform
Personal AION per user. Save favorite tokens, set custom alerts, track your own portfolio with on-chain history.
Wallet Behavior Prediction
Time-series ML on wallet clusters to predict next moves — not just detect current positions. Going beyond syndicate mapping.
Cross-Market Intelligence
Combine on-chain smart-money signals with Polymarket, Farcaster sentiment, and governance vote data for a holistic alpha score.
AION MCP Server
Expose the full discovery + reasoning pipeline as an MCP tool so any LLM (Claude, GPT) can query AION conversationally.