--- title: Community Blog | Jeremy Taylor description: Thoughts, news and events from FINOS and its community. --- [![FINOS](https://www.finos.org/hs-fs/hubfs/sofin%20assets/SOFIN%20LOGOS/finos-logo.png?width=543&height=126&name=finos-logo.png "FINOS")](https://finos.org) - [Projects](https://www.finos.org/projects) - [Artificial Intelligence (AI)](https://ai.finos.org/) - [Common Domain Model (CDM)](https://www.finos.org/common-domain-model) - [FDC3](https://www.finos.org/fdc3) - [Fluxnova](https://fluxnova.finos.org) - [FINOS Common Cloud Controls](https://www.finos.org/common-cloud-controls-project) - [High Performance Computing (HPC)](https://hpc.finos.org) - [OSERA](https://osera.finos.org/) - [Open Source Readiness Initiative](https://www.finos.org/open-source-readiness) - [OS-Climate](https://www.finos.org/os-climate) - [Try our Projects](https://www.finos.org/project-sandbox) - [All Projects Landscape](https://landscape.finos.org/) - [Community](https://www.finos.org/engage-with-our-community) - 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[Artificial Intelligence (AI)](https://ai.finos.org/) - [Common Domain Model (CDM)](https://www.finos.org/common-domain-model) - [FDC3](https://www.finos.org/fdc3) - [Fluxnova](https://fluxnova.finos.org) - [FINOS Common Cloud Controls](https://www.finos.org/common-cloud-controls-project) - [High Performance Computing (HPC)](https://hpc.finos.org) - [OSERA](https://osera.finos.org/) - [Open Source Readiness Initiative](https://www.finos.org/open-source-readiness) - [OS-Climate](https://www.finos.org/os-climate) - [Try our Projects](https://www.finos.org/project-sandbox) - [All Projects Landscape](https://landscape.finos.org/) - [Community](https://www.finos.org/engage-with-our-community) - [FINOS Community Calendar](https://www.finos.org/calendar) - [Community Quickstart](https://www.finos.org/get-involved) - [FINOS Community Site](https://community.finos.org/) - [Contribute](https://community.finos.org/docs/governance/Software-Projects/contribution) - [Unable to Contribute?](https://www.finos.org/open-source-readiness) - [Join our Slack channel](https://finos-lf.slack.com/messages/finos-community/) - [Recognize a contributor](https://github.com/finos/community/issues/new?assignees=mcleo-d&labels=community-recognition&template=Community-Recognition.md&title=FINOS+Community+Recognition) - [Ambassador Program](https://www.finos.org/ambassador-program) - [Membership](https://www.finos.org/membership-benefits) - [Members](https://www.finos.org/members) - [Inquire](https://www.finos.org/membership-benefits#become-a-member) - [Join](https://joinnow.platform.linuxfoundation.org/?project=finos) - [Member ROI Summary & Calculator](https://www.finos.org/roi-report-calculator) - [Dependency Consumption Analysis](https://www.finos.org/dependency-consumption-analysis) - Resources - [2025 Mission & Vision](https://www.finos.org/2024-in-review-2025-vision) - [Research & Case Studies](https://www.finos.org/research-case-studies) - [Training](https://training.linuxfoundation.org/finos/) - [Open Source Maturity Model](https://osr.finos.org/docs/bok/OSMM/Introduction) - [Contributions Live Dashboard](https://metrics.finos.org) - [Our Github Organization](https://github.com/finos/) - [Our Developer Toolchain](https://odp.finos.org/) - [FINOS Store](https://store-finos.myshopify.com/) - News & Events - [This Week At FINOS](https://www.finos.org/this-week-at-finos) - [Community Blog](https://www.finos.org/blog) - [Newsletter](https://www.finos.org/newsletter) - [Podcast: Open Source in Finance](https://www.finos.org/open-source-in-finance-podcast) - [Press Releases](https://www.finos.org/press) - [FINOS Events](https://www.finos.org/hosted-events) - [Community Events](https://www.finos.org/featured-events) - [Community Spotlight](https://www.finos.org/community-spotlight) - [Stay Informed](https://www.finos.org/sign-up) - [About](https://www.finos.org/about-us) - [Stay Informed](https://www.finos.org/sign-up) - [FAQs](https://www.finos.org/faq) - [Contact Us](https://www.finos.org/contact-us) - [Governing Board](https://www.finos.org/governing-board) - [Technical Oversight Committee](https://www.finos.org/technical-oversight-committee) - [Team](https://www.finos.org/team) - [Governance](https://www.finos.org/governance) - [Code of Conduct](https://www.finos.org/code-of-conduct) - [OSFF + Videos](https://events.linuxfoundation.org/open-source-finance-forum) - [OSFF 2026](https://events.linuxfoundation.org/open-source-finance-forum/) - [OSFF Toronto 2026 Videos](https://www.finos.org/osff-toronto-2026-videos) - [OSFF New York 2025 Videos](https://www.finos.org/osff-nyc-2025-videos) - [OSFF London 2026 Videos](https://www.finos.org/osff-london-2026-videos) - [apidays Paris 2025 Videos](https://www.finos.org/apidays) ![Community Blog](https://www.finos.org/hubfs/10.04.19.FINOS_WebsiteBanners_3.png) # Community Blog ## Jeremy Taylor ### Recent Posts ## [OSFF Insights: How can modern database software simplify reporting?](https://www.finos.org/blog/osff-insights-how-can-modern-database-software-simplify-reporting) November 20, 2024 [Jeremy Taylor](https://www.finos.org/blog/author/jeremy-taylor) [Leave a comment](https://www.finos.org/blog/osff-insights-how-can-modern-database-software-simplify-reporting#comments-listing) [![](https://www.finos.org/hubfs/Community%20Blog/2024-11-20%20-%20OSFF%20Insights%20How%20can%20modern%20database%20software%20simplify%20reporting.png)](https://www.finos.org/blog/osff-insights-how-can-modern-database-software-simplify-reporting) Data challenges are universal and only grow more complex each year, but I’ve observed that many financial services firms still lack open source software capabilities to address basic data quality and accuracy challenges. Conversations with fellow delegates at the recent OSFF NYC further affirmed my belief that common reporting and regulatory compliance requirements are forcing software developers to re-implement ad hoc common concepts - such as soft-deletes, audit-logging, and as-of queries - in almost every system they build, regardless of scale. Beyond the sheer inefficiency of it all, this implies that firms are becoming overly reliant on the abilities of large (and expensive) engineering teams to build and maintain these capabilities *correctly*. Let’s consider how open source software might rise to meet this challenge. 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