Financial Data Architecture and Workflow EngineeringData architecture for institutional financial workflows.
Markets IQ connects source systems, documents, models, and external records to the controls and calculation engines that institutional decisions require. We build the data model, ingestion, validation, lineage, workflow states, and evidence path beneath the final application.
The layer between source data and institutional decisions
Analytics teams work with available data. Application teams build interfaces and business logic. Markets IQ engineers the layer that makes the underlying records consistent, traceable, and reproducible: source capture, shared identities, mappings, reconciliation, calculation versions, exceptions, approvals, and controlled outputs.
Explore Engineering →Workflows differ by institution
Banking
Credit, balance-sheet, funding, collateral, and reporting workflows built on reconciled institutional records.
Asset Management
Investment, valuation, portfolio, liquidity, and reporting data held to consistent definitions across periods.
Private Markets
Investment, borrower, portfolio-company, covenant, property, and valuation records connected across the holding period.
Corporates
Trade, planning, strategy, treasury, and real estate decisions connected to their operating and documentary evidence.
One engineering path from source to output
Source records pass through ingestion, identity resolution, a reference data model, validation and reconciliation, domain calculations, review workflow, and controlled output. Versioning, lineage, permissions, exceptions, and approvals apply across the path.
Examine the Architecture →Systems produced by the practice
These systems show how Markets IQ applies the same architecture discipline to different institutional workflows. The complete set appears under Platforms and Solutions.
Trade Evidence
Connects enterprise, engineering, supplier, logistics, customs, cost, and certificate data to origin and tariff evidence.
ALM Engine
Connects positions, funding, contractual cash flows, assumptions, curves, scenarios, and reproducible balance-sheet runs.
Credit Flow
Carries borrower and facility data through spreading, covenants, monitoring, exceptions, approvals, and committee review.
Alternative Assets Valuation
Structures recurring valuation inputs, methodologies, assumptions, runs, adjustments, approvals, and review evidence.
Controls stated precisely
Each engagement defines the source, access, retention, review, change, and output controls required by its workflow. Public claims remain limited to implemented and contractually supported practices.
Review Governance →Start with the workflow that matters.
Describe the decision or output, the information behind it, and the review obligation it carries.