Proof
The Numbers Speak
Here is what is publicly verifiable today, how historical scenarios should be evaluated, and which claims still require published evidence.
Evidence before marketing claims
Stackit.ai exposes a public sandbox and live native-USDC Aave market-rate reads. Production onboarding is assisted, and the Base production API is currently marked in development. Historical scenarios are educational until their dataset, assumptions, policy version, costs, failures, and reproducible results are published.
Public
Sandbox available without personalized claims
Live Rates
Aave native-USDC reads on supported networks
Assisted
Production onboarding and automation availability
Scenarios the model must cover
Historical Drawdowns
A credible scenario set should test rapid declines, gaps, prolonged drawdowns, changing borrow rates, oracle behavior, gas, liquidity, and failed protection attempts.
Protection Execution
Testing should report whether each repayment completed, how far it moved LTV and health factor, and which failure assumptions were included—not only the intended trigger.
Deposit Consistency
Scenarios should compare regular deposits, missed deposits, a complete pause, and recovery without assuming that future deposits will arrive.
Recovery Policy
Recovery scenarios should show when profit is taken, how much repays principal, when re-leverage is allowed, and the result after all fees and interest.
How We Test
Stress-tested against real history
Historical evaluation should identify the exact BTC and ETH dataset, time interval, oracle model, Aave market parameters, interest, Stackit.ai fees, gas, slippage, deposit cadence, permissions, and failed-execution assumptions. Results should be reproducible and versioned before they are presented as product evidence.
Past performance does not guarantee future results.
Why Rules Beat Emotions
A rules engine can make decisions explicit and repeatable: when to protect, when to repay, when to take profit, and when not to act. It cannot remove market, protocol, oracle, liquidity, execution, or human policy-design risk.
See it for yourself
Book a free Treasury Design Call. We'll walk through the backtesting data and design a rules-based treasury for your situation.