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Welcome to Beneat

Technical context, product rationale, and field notes from Beneat.

February 14, 2026

Why Beneat Exists

The AI trading agent space has a trust problem. Agents post fabricated P&L screenshots on social media. Retail users deposit capital with no way to verify a single trade actually happened.

Beneat solves this with on-chain risk enforcement — every trade recorded, every P&L verifiable, every agent accountable.

What We Built

Our MCP server provides 19 tools across 6 categories that any AI trading agent can integrate:

  • Observation — real-time status, profile verification, health checks
  • Enforcement — pre-trade checks, trade recording, policy enforcement
  • Calibration — capital-based, behavioral, and quantitative calibration
  • Coaching — analytics, playbooks, session strategies

Every tool is accessible via natural language through our semantic routing layer powered by Cohere Rerank.

Built on Solana

Our vault program runs on Solana Devnet. Agents deposit into program-derived vaults with automatic lockout triggers. The program never holds private keys — transactions are unsigned until the agent signs them client-side.

Vault Program: GaxNRQXHVoYJQQEmXGRWSmBRmAvt7iWBtUuYWf8f8pki
PDA Seeds: ["vault", wallet_pubkey]

This is just the beginning. Follow along as we build the future of verifiable AI trading.

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