Building Europe's FinAI Community

When COST Action CA19130 launched in September 2020, it began with a handful of researchers asking a simple question: how do we make AI in finance more transparent? Four years later, that question had drawn 380 researchers from 47 countries into a collaborative network that would become the second-largest COST Action in Europe.

The network's growth wasn't accidental. By organizing around three fundamental research questions - transparency in FinTech, explainability in AI models, and clarity in investment products - the Action created space for researchers across disciplines to find their place. Computer scientists sat alongside economists; statisticians collaborated with legal scholars. The result was a community that could tackle problems no single discipline could solve alone.

"The COST network didn't just give us access to conferences - it gave us a community of researchers who understood that AI in finance requires expertise from multiple fields working together."

Interactive Network Map
Non-ITC Countries (17)
ITC Countries (23)
Circle size = WG member count
TR AL IT RO DE GB ES CH GR IE NL MK RS CZ HU PT UA HR FR PL SK AT CY MT NO SE BG EE XK LT SI DK IS IL BA MD BE LU US ME SNSF Hub

Data source: COST Action CA19130 (wg_members.json, country_statistics_full.json). Switzerland (SNSF Hub) shown with amber ring.

Three Questions, Three Working Groups

The network organized itself around three fundamental questions that no single researcher could answer alone. Each question became a Working Group, and each Working Group became a community of specialists who learned to speak each other's languages.

WG1: "How do we make FinTech transparent?"

Led by Prof Wolfgang Hardle (Humboldt Berlin), 281 researchers tackled blockchain transparency, NLP for financial text, and machine learning interpretability.

ML, Big Data Mining, Blockchain, NLP

WG2: "When should we trust black-box models?"

Led by Prof Petre Lameski (North Macedonia), 254 researchers explored explainable AI for credit scoring, risk assessment, and regulatory compliance.

Credit Scoring, Risk Assessment, Explainability

WG3: "How do investors know what they're buying?"

Led by Prof Peter Schwendner (ZHAW Switzerland), 223 researchers examined investment product transparency, smart beta strategies, and market microstructure.

Asset Management, Smart Beta, Market Microstructure

Leadership from the Periphery

One of the network's most significant achievements was demonstrating that research leadership isn't confined to traditional academic centers. Researchers from Inclusiveness Target Countries (ITC) - nations traditionally underrepresented in European research funding - didn't just participate; they led.

PL

Prof Petre Lameski

North Macedonia - WG2 Leader

When a researcher from Skopje leads a working group with 254 members from 40 countries, it demonstrates that expertise, not geography, determines leadership. Prof Lameski's work on explainable AI became central to the network's research agenda.

DP

Prof Daniel Traian Pele

Romania - WG1 Co-Leader

Rising from network member to WG1 co-leader, Prof Pele became the only researcher active in all three working groups - bridging transparency, explainability, and investment research across the entire network.

EK

Prof Enis Kayis

Turkey - ITC Country Coordinator

As ITC Country Coordinator, Prof Kayis ensured that researchers from developing economies had pathways into European collaboration. Turkey became the network's largest national contingent with 48 researchers - a testament to active recruitment and mentorship.

By the numbers: 53% of network members came from ITC countries - 23 nations traditionally underrepresented in European research funding. This wasn't charity; it was recognition that financial AI challenges are global, and solutions require global perspectives.

The Next Generation

Nearly half the network - 41.3% - consisted of young researchers and early career investigators. For them, COST wasn't just a funding mechanism; it was a career accelerator.

IC

Dr Ioana Coita

Romania - From STSM to Coordinator

In 2022, Dr Coita received an STSM grant for an 11-day research visit to Switzerland. By 2024, she had been promoted to Science Communication Coordinator for the entire Action.

"The COST network didn't just give me a research visit - it gave me a career trajectory. I went from presenting my first international paper to coordinating communication for 420 researchers."

Deimante Vasiliauskaite

Lithuania - Bridge Builder

The only researcher active in ALL three working groups, Dr Vasiliauskaite became a connector - translating insights between transparency researchers, XAI specialists, and investment experts.

Kristina Sutiene

Lithuania - Young WG2 Co-Leader

From Kaunas University of Technology, Dr Sutiene rose to co-lead Working Group 2 - demonstrating that the network prioritized capability over seniority.

Connecting Every Corner

The interactive map above tells a geographic story, but the real connections happened in working groups, training schools, and mobility grants. Switzerland - home to the SNSF project that funded network coordination - became the natural hub, with researchers from 40 countries visiting Bern for conferences in 2023 and 2024.

The green circles represent ITC countries - and notice how many are larger than traditional academic powerhouses. Turkey (48 members), Albania (30), Romania (25), and North Macedonia (11) all have stronger representation than France (6) or Belgium (1). This wasn't accidental - it was the result of deliberate outreach and the recognition that emerging financial markets need AI expertise just as much as established ones.

Country Membership Timeline

Countries joined the COST Action between 2020-2024. The network grew from founding members in April 2020 to 47 countries by October 2024.

#Country CodeJoin Date
1 AL 13/05/2020
2 AM 09/01/2023
3 AT 30/04/2020
4 BE 17/02/2021
5 BA 30/04/2020
6 BG 04/09/2020
7 HR 02/06/2020
8 CY 17/02/2021
9 CZ 14/07/2021
10 DK 28/05/2020
11 EE 04/05/2020
12 FI 02/11/2021
13 FR 05/05/2020
14 GE 12/04/2022
15 DE 08/05/2020
16 EL 22/05/2020
17 HU 13/05/2020
18 IS 05/05/2020
19 IE 29/04/2020
20 IL 11/05/2020
21 IT 12/06/2020
22 LV 12/07/2021
23 LT 17/05/2020
24 LU 30/04/2020
25 MT 22/02/2021
26 MD 17/10/2020
27 ME 19/05/2020
28 NL 25/06/2020
29 MK 07/05/2020
30 NO 06/05/2020

See full country list at COST Portal

What the Network Proved

By October 2024, COST Action CA19130 had demonstrated something that mattered beyond any single publication: that a truly inclusive research network could produce better science. The numbers tell part of the story, but the meaning lies in what they enabled.

53%

from ITC Countries

23 nations traditionally underrepresented in European research

41.3%

Young Researchers

97 early career investigators building their networks

47

Countries Connected

From Iceland to Israel, Portugal to Ukraine

The network continues beyond its formal funding period. The wiki (wiki.fin-ai.eu), the meetup community (2,000+ members), and the relationships built over four years of collaboration will outlast any grant cycle. That's the real measure of success: not what the network published, but what it became.