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Business value data lineage
Market Data Management, Market Data

Why complete data lineage matters in market data management

6 August 2026 Heather Zvinavashe

An incorrect price appears in a downstream application. The data appears valid, yet the result is incorrect. Was the issue caused by the market data vendor, a validation rule, a […]

Central Data Layer: T+1 Data Architecture
T+1 Settlement, Market Data

Why T+1 Data Architecture Starts with a Central Data Layer

25 June 2026 Heather Zvinavashe

Across the financial industry, institutions are investing in initiatives to modernise how market data is managed and distributed across the organisation, helping to accelerate operational processing. As T+1 settlement shortens […]

data patterns causing T+1 settlement failures
T+1 Settlement, Market Data

T+1 settlement failures as a data problem, not a settlement problem

22 May 2026 Heather Zvinavashe

T+1 settlement is often discussed in terms of timelines, coordination and infrastructure, with a focus on whether systems can process trades more quickly and operate within a shorter settlement cycle. […]

Data mapping
Market Data, Market Data Management, Market Data Spaghetti

Mapping as the backbone of market data distribution

19 May 2026 Heather Zvinavashe

The structural challenge in multi-vendor market data environments Most banks operate with multiple market data vendors, driven by coverage requirements, legacy decisions, and the fact that no single market data […]

Market characteristics for T+1 settlement in Europe
T+1 Settlement, Market Data

T+1 settlement in Europe: navigating a fragmented market structure

1 May 2026 Heather Zvinavashe

Across global financial markets, settlement cycles are shortening. The United States moved to T+1 settlement in 2024, and Europe is preparing for the same transition on 11 October 2027. The […]

Drivers of T+1 settlement fail
T+1 Settlement, Market Data

T+1 settlement: what global markets have already learned and what Europe must address next 

12 March 2026 Heather Zvinavashe

T+1 settlement is moving from policy debate to day-to-day delivery. In markets where it is already live, the change has proved manageable but has also made operational weak points harder […]

API
Market Data, Market Data Management

API first in practice:

5 March 2026 Heather Zvinavashe

Extending GraphQL in the BIQH Market Data Platform In previous articles, we discussed the flexibility of the BIQH Market Data Platform and how our user interface supports configuration and control. […]

Flexible Permissioning
Market Data Management, Managed Services, Market Data, Market Data Spaghetti

From fixed roles to flexible permissioning

18 November 2025 Heather Zvinavashe

In life, you play many roles: colleague, football coach, or parent. But in software, there used to be only one role that mattered: user, or better still, superuser. For a […]

Market Data, Market Data Management

Essential insights into the hidden costs of market data

10 October 2025 Heather Zvinavashe

You pay for market data, but who actually uses it? We all know the feeling. You’re scrolling through your banking app and spot a charge for a gym membership you […]

Market Data, Managed Services, Market Data Management

BIQH validations easily explained

17 September 2025 Heather Zvinavashe

1. What is a validation and why is it important? A validation is a defined check that confirms whether incoming market data complies with agreed rules before being used by […]

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Recent Posts

  • Business value data lineage
    Why complete data lineage matters in market data management
  • Central Data Layer: T+1 Data Architecture
    Why T+1 Data Architecture Starts with a Central Data Layer
  • data patterns causing T+1 settlement failures
    T+1 settlement failures as a data problem, not a settlement problem

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