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Allocation Engine

The Allocation Engine, known as Autoseek, is responsible for managing each Agent’s portfolio. It continuously evaluates supported DeFi opportunities, determines how capital should be allocated, and requests portfolio changes when better opportunities become available. Autoseek determines what should happen. It does not directly execute blockchain transactions.

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Continuous Evaluation

Rather than making one-time investment decisions, Autoseek continuously reassesses every portfolio. It evaluates factors including:
  • expected yield
  • protocol risk
  • liquidity
  • diversification
  • transaction costs
  • user preferences
  • current market conditions
This allows portfolios to adapt as opportunities evolve.

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Investment Profile

Every Agent operates using a selected investment profile.

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Conservative

Prioritises established protocols, deeper liquidity, and proven lending markets.

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Explorative

Expands the range of eligible opportunities while continuing to respect protocol-defined risk constraints. Users can change their investment profile at any time.

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Portfolio Optimisation

Autoseek seeks to maximise long-term risk-adjusted returns rather than simply chasing the highest available yield. Portfolio decisions balance multiple competing objectives, including:
  • yield
  • diversification
  • liquidity
  • protocol quality
  • operational efficiency
This produces more stable portfolio behaviour over time.

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Continuous Rebalancing

As market conditions change, Autoseek may recommend reallocating capital. Examples include:
  • a higher-quality opportunity becoming available
  • changing protocol conditions
  • reduced liquidity
  • deteriorating risk characteristics
  • user preference updates
Rebalancing only occurs when it satisfies the protocol’s decision criteria.

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Decision Pipeline

Every proposed allocation passes through a structured evaluation process before execution. Each stage progressively filters and evaluates opportunities before a final allocation decision is produced. Learn more in Decision Pipeline.

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Separation of Responsibilities

The Allocation Engine is responsible for:
  • evaluating opportunities
  • selecting allocations
  • portfolio optimisation
  • rebalancing decisions
It is not responsible for:
  • interpreting user conversations
  • executing blockchain transactions
  • validating protocol interactions
Those responsibilities belong to Agent Intelligence and the Execution Framework. Learn more in Execution Framework.