A financial engineering practice built around the institutional data layer.
Markets IQ designs the records, calculations, controls, and workflow systems that connect fragmented source information to institutional outputs.
Starting from the record rather than the interface.
Many financial systems begin with an interface or analytical result and inherit the data definitions underneath. Markets IQ begins with the institutional record: the entities, sources, mappings, transformations, rules, exceptions, and approvals that determine whether a result can be reproduced and reviewed.
Defined and led inside the firm.
Markets IQ defines and leads each architecture and engineering mandate. Specialist capacity may support implementation within a client-approved scope. The firm retains the responsibilities stated in the engagement and licenses the systems it engineers.
The engine and the judgment stay separate.
Markets IQ builds the engine and its evidence path. The institution and its appointed specialists retain the financial, investment, credit, strategy, trade, and valuation judgments supported by the system.
Start with the workflow that matters.
Describe the decision or output, the information behind it, and the review obligation it carries.