Fluent in howmarkets actually run.

Our consultants learned this over 10+ years of business analysis in prior roles at tier-one financial institutions. Here is the ground we cover, in more detail than most people want.

Follow a price from the vendor feed to the person who relies on it.

Coverage, rights, identifiers and governance connect the vendor feed to the people and models that rely on it.

SOURCESCONTROL / RESOLVE / GOVERNCONSUMERS
ExchangesBloombergLSEGTradewebFenicsICENews & filingsIngestion / entitlementsGolden source / security masterData lakeTradingRiskResearchOperationsFinanceAI models
Sources
Control layer
Consumers
SOURCE → CONSUMER

Governed data. From source to decision.

Breaks happen every day. The trick is catching them before lunch.

A reconciliation control should run like plumbing: constantly, quietly, with someone named on every exception.

ILLUSTRATIVE · RECONCILIATION CONTROL
24,000

Records checked

303

Breaks detected

300

Auto-resolved

99.99%

Completeness

CheckedBreak detectedControl resolved

The long list, for the curious.

01

Asset classes

Product economics determine the fields, tolerances and controls your change needs.

  • Equities
  • Fixed income
  • Options
  • Futures
  • FX & FX derivatives
  • OTC derivatives: IRS, CDS, FX and equity derivatives
  • Index data
  • News & filings data
02

Front-to-back lifecycle

Clear hand-offs reduce breaks before execution and long after trade capture.

  • Pre-trade market & reference data
  • Order / trade capture
  • FIX (working knowledge)
  • Allocations
  • Confirmations
  • Trade matching
  • Cash & physical settlement
  • Netting
  • Fails management
  • Middle-office support
03

Market infrastructure & standards

Explicit interface requirements keep external workflows and internal processing aligned.

  • DTCC
  • Deriv/SERV
  • MarkitWire
  • SWIFT MT5xx
  • ISDA
  • FIX
  • Back-office settlement interfaces: BPS, ICI, Gloss
04

Market data vendors

Coverage and usage rights must be as clear as the data itself.

  • Bloomberg
  • LSEG (Refinitiv)
  • Tradeweb
  • Fenics
  • Entitlements
  • Coverage
  • Licensing
05

Regulation

Traceable data and testable requirements support evidence-led regulatory delivery.

  • Dodd-Frank
  • EMIR
  • Basel III / BCBS 239
  • MiFID II
  • AML
06

Data & analytics

Queryable evidence catches issues that requirements documents alone cannot.

  • SQL: MS SQL Server, MySQL
  • MongoDB
  • Python
  • Power BI
  • Tableau
  • Splunk
  • SSRS
  • Advanced Excel
07

Big data & cloud

Governance must survive the move from individual feeds to enterprise-scale platforms.

  • Hadoop
  • Spark
  • Hive
  • Azure Data Lake (ADLS Gen2)
  • Azure Synapse
  • AWS S3 / Glue / Redshift
  • GCP BigQuery
08

Integration

Precise contracts and mapping rules make the connections reliable.

  • REST APIs
  • XML / JSON
  • Swagger
  • Postman
  • ETL pipelines
  • LoanIQ
  • Salesforce
09

Delivery

The thread from business intent to acceptance and release stays intact.

  • Scrum
  • Kanban
  • SAFe
  • BDD
  • TDD
  • Azure DevOps
  • JIRA
  • Confluence
  • BRD
  • FSD
  • User stories
  • UML
  • Process flows: Visio, Lucidchart
  • UAT planning & sign-off
  • Vendor selection & management
10

Wealth, banking & lending

Platform change must fit the workflows of advisors, operations and partners.

  • Wealth & asset management platforms
  • Advisor reporting
  • Digital banking & lending
  • LoanIQ credit systems
  • B2B partner integrations

Got a change thatcan't afford to go wrong?

Thirty minutes, one conversation about the problem. No pitch deck, no junior sent along to take notes.