The Edinburgh Centre for Financial Innovations (ECFI) continues the delivery of its ~£120,000 research partnership with the Smart Data Foundry (SDF), an alliance supported with funding from the University’s Major Initiatives Fund (MIF).

Smart Data Foundry

The partnership, now in its third year, aims to help ensure the sustainability of the SDF, which was set up with a £22.5M grant from UKRI under the Strength in Places Fund scheme in 2020. Members of the Centre contributed to the SDF bid and have remained active collaborators with SDF since its inception.

Under the MIF-funded project, the Centre is helping establish a sustainable research-driven relationship between SDF and researchers built on the use of SDF’s data assets. the partnership between ECFI and SDF have successful delivery four sandpits involved more than 100 researchers across the University of Edinburgh, and funded 10 pilot projects under the scheme, with all projects anticipated delivered by July 2026. Some of these pilot projects have now published their findings and are moving forward with collaborating with SDF on applying for external major grant research grant.

Research outputs

Explainable Self-Attention Modeling for Financial Vulnerability Prediction

This research was funded through a University of Edinburgh Major Initiative Fund grant held by the Edinburgh Centre for Financial Innovations. The data and computing facilities were provided by NatWest, Smart Data Foundry, and Edinburgh Parallel Computing Centre.

Research Report

Closing the Affordability Gap: An Archetype-Led Pathway to Retrofit Delivery

Using FINDS NetZero Affordability microdata and housing datasets, this study applies a building‑archetype methodology to estimate retrofit costs and savings, revealing where household affordability is a key barrier to net‑zero upgrades.

Research Report

Co-developing Funding Bids with the Smart Data Foundry (SDF)

This project, lead by Prof. Gbenga Ibikunle, aims to explore opportunities to co-develop major funding applications with the Smart Data Foundry.

Research Project