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Agent Workflow

Ask AI's end-to-end workflow translates intent into secure, optimized results. Here is how a request moves from question to outcome.

01
Query Processing

Conversational intelligence

  • Natural language interface. Ask questions like “What is Aave's current borrowing APR?” or issue commands such as “Swap ETH for USDC when gas drops below 10 Gwei.”
  • Multi-query support. Handle market analysis, strategy validation, direct execution commands, and portfolio optimization in one request.
  • Validation layer. Checks input integrity, user authentication, and compliance before anything proceeds.
02
Analysis Engine

Turning context into actionable insight

  • Intent classification. Identifies the goal, such as arbitrage or liquidity migration.
  • Parameter extraction. Gathers assets, timeframes, and risk tolerances.
  • Risk & strategy validation. Cross-checks the request against historical data and preferences for viability.

Ask AI does not account for personal financial goals. Always validate suggestions against your own risk profile.

03
Oracle Integration

Real-time data, real-world context

On-chain metrics

Real-time prices, liquidity depths, large-wallet activity, gas trends, and contract interactions.

Market indicators

Volume and momentum analysis, sentiment scores, and volatility indices.

This lets users define compound triggers, such as “initiate ETH staking when APR is above 5%, gas is under 15 Gwei, and sentiment turns positive.”

04
Decision Engine

Risk-aware execution planning

  • Risk assessment. Evaluates volatility, liquidity gaps, and slippage modeling.
  • Opportunity validation. Assesses profit potential, cost-benefit ratios, and timing.
Time-based

“Unstake assets after 7 days.”

Gas-based

“Claim rewards only if Gwei is under 10.”

Price-based

“Sell 50% if BTC drops below $60K.”

05
Trade Execution

Precision and security in every transaction

Pre-execution checklist. Verifies balances, optimizes gas, and prioritizes the routing path.

Transaction flow. Interacts with the relevant contracts, handles signing and network broadcast, and monitors confirmations in real time.

Supported actions. Executes a wide range of operations across lending, staking, and yield protocols.

06
Feedback System

Continuous improvement and transparency

Post-trade analytics

Execution audit with confirmation status, finalized vs. expected price, gas breakdown, and slippage analysis.

User reporting

Real-time alerts, performance dashboards, and strategy-tweak suggestions based on evolving conditions.

From question to outcome

Ask AI goes beyond simple trade execution. It turns unstructured queries into auditable, optimized strategies, with every action backed by real-time data and executed through the router's standardized protocol adapters.