Services

Ipak Systems delivers quantitative research and parameter work to decentralized finance protocols. Engagements typically begin with a single deliverable and expand into a retainer.

Asset Due Diligence

Written report on a candidate or listed asset - fundamentals, quantitative profile including tail measures, and a letter grade with reasoning. Asset-quality conclusions framed independently of any single use case.

Parameter Calibration

Risk parameters for a lending market - supply caps, borrow caps, LTV, liquidation threshold, liquidation bonus, and interest rate model parameters, derived as a single jointly-constrained system. Deliverables include the parameter set, the derivation, monitoring rules that re-trigger calibration when inputs drift, and quarterly recalibration.

Applicable across architectures: Aave V2 forks, isolated/siloed markets, curator-driven vaults, and multi-DEX ecosystems.

Simulation and Stress Testing. Scoped on request

Scoping conversations on request. Toolkit and timeline depend on the protocol architecture and the questions being asked. See the Home page for what this work involves.

Behavioral and Network Research. Scoped on request

Standalone research engagements outside the calibration cycle - borrower segmentation, propagation analysis, cascade signatures, regime-boundary mapping. Output is a written artifact in the format of the research published on this site.

How we work

Engagements start with a paid trial — typically one or two deliverables before any retainer commitment.

Monthly retainers cover ongoing parameter stewardship, asset onboarding, and recalibration.

Research stays independent. We do not invest in the protocols we advise, and we publish methodology openly.

Get in touch - research@ipak.systems