Aleren Analytics, LLC is a boutique research and valuation firm which was founded in 2011, and has expanded operations over the last two years. Our firm has developed an analytical engine to evaluate both vanilla and “bespoke” assets, individually or in a portfolio context. The interface to the system is based on the XML language standard so that it is easy to integrate with any other modern programming languages, data base or user interface. We also provide domain-specific languages (DSLs) to describe complex assets and cash flows through adaptable language familiar to clients (Excel Functions) who do not possess advanced programming skills. The analytical engine allows non-technical users (non-programmers) such as fixed income and hedge fund portfolio managers, financial advisors, traders, and individual investors to perform pricing, hedging, and risk control measurements across multiple asset classes and structures. This integrated modeling tool is meant to capture market, credit (counterparty), and liquidity risks both on an individual and integrated basis. Implementation of a Monte Carlo simulation framework combines the behavior of interest rate, credit spreads (CDS), inflation, commodity prices, and regional economic trends (e.g., Markov driven “regime change”).