SAF Board Member · EACT Slovak Representative · PhD in Finance
Bringing Central European operational reality to the tables where EU payment, treasury, and AI standards are written.
As a Board Member of the Slovak Association of Financial Professionals (SAF — Slovenská asociácia finančníkov) and Slovakia's representative on the Board of the European Association of Corporate Treasurers (EACT), my field work bridges academic banking liquidity research (PhD, Comenius University) with live regulatory execution across instant payments, PSD3/PSR liability, Digital Euro architecture, and federated AI fraud defense.
“Slovakia as a small country. It has one option. Be where decisions are made and take part in them. There is no third option. The rules will be written with or without us.”
— EACT Board Meeting & TREASURY 360° Europe · Luxembourg (Sep 2026)
"Sometimes the right path is not the easiest one." — Grandmother Willow, Pocahontas
Institutional Governance
Joining the Board of Directors (Správna rada) of the Slovak Association of Financial Professionals (SAF — Slovenská asociácia finančníkov) formalised years of active collaboration with CFOs, corporate treasurers, and financial regulators — bringing modern payment-rail engineering, open banking, and AI security directly into treasury governance.
Through SAF's seat in the European Association of Corporate Treasurers (EACT) — uniting 24 national associations and over 14,000 treasury leaders — I represent Slovakia in Brussels and Luxembourg so smaller EU economies help shape European technical rules before directives harden into law.
Leading fintech, payment infrastructure, Digital Euro analysis, and fiscal-policy dialogue — including SAF's territoriality proposal under Slovakia's Financial Transaction Tax (Act No. 279/2024) to tax only entities genuinely conducting business in Slovakia rather than driving foreign accounts abroad.
Official SAF Portal (asocfin.sk) ↗Active contributor at the EACT Summit in Brussels and EACT Board Meeting & TREASURY 360° in Luxembourg on Verification of Payee (VoP), PSD3 scam liability, tokenised bank deposits vs. MiCA stablecoins, and cross-border liquidity.
Evaluating Slovakia's banking, insurance, and fintech products on real customer utility, security resilience, and transparent economics.
Knowledge Architecture · Live Policy Scrub
Synthesised from journal publications, EACT & SAF policy work, doctoral liquidity research, and operating an EU-regulated payment institution.
Real-time multi-bank cash visibility, automated sweeping, and ensuring Central European treasurers co-author EACT and Brussels technical rules rather than absorbing one-size-fits-all mandates.
Ten-second settlement eliminates waiting for corporate and retail funds — yet SCT Inst carries up to 9× higher fraud risk (EBA Clearing). Defense combines mandatory Verification of Payee (VoP), FPAD anomaly detection, and balanced PSD3 rules that preserve customer vigilance alongside VRP and standardised APIs.
Developed alongside Kempelen Institute (KInIT) research: real-time behavioral anomaly scoring and federated learning across institutions without sharing sensitive customer data, defending merchants as global chargebacks climb from €28.6B toward €35.3B (+27% in Europe).
Evaluating the ECB's Digital Euro 2026 pilot phase — financial inclusion for 10M+ unbanked or underserved Europeans, offline privacy guarantees, merchant acceptance caps, and commercial-bank tokenised deposits vs. MiCA stablecoins.
Problem-first enterprise adoption (start with one painful workflow, measure outcomes over models, involve ops & HR beyond IT) paired with a hard fiduciary boundary: AI must never hold final unreviewed authority over client money — while closing the 29% female vs. 16% male AI-exposure gap (24.5% across Slovakia).
Equipping 20 million European SMEs with enterprise-grade treasury APIs, accounting-ready statements, and terminal-free QR acceptance while attacking €180B in fragmented European payment friction.
Published Research & Field Commentary
Read complete bilingual executive briefs right on this page — or jump directly to the original journal and LinkedIn publications.
One Step Closer to the Reality of the Digital Euro. Examines the European Central Bank's transition into technical readiness — dissecting holding limits, liquidity impact on commercial bank balance sheets, offline privacy architecture, and what corporate treasurers should prepare for now.
PhD dissertation Likvidita a kapitál v Slovenskom bankovom sektore (Faculty of Management, Comenius University, 2014; preceded by MSc on Macroeconomic Uncertainty, 2010 & BSc on ICAAP, 2008) — paired today with applied AI fraud research alongside KInIT.
Start with one painful workflow instead of a 3-year strategy, pick the problem before the tool, measure time saved & error reduction rather than models, empower non-IT ops & HR, and re-test failed tasks quarterly.
„Nezačínajte stratégiou na tri roky. Začnite jedným konkrétnym procesom, ktorý vás dnes bolí.“
Three CFO takeaways from the EACT Board in Luxembourg: AFME tokenised-asset custody & liability, whether MiCA stablecoins simplify settlement or add another silo, and PSD3 mandatory payee checks before B2B batch runs.
„Pokoj vo financiách nie je o rýchlosti. Je o tom, že viete, kde sú peniaze, čo sa s nimi deje a kto za to ručí.“
Breaking down labour-exposure data from ITAPA 2026 (29% of female-dominated roles vs. 16% male, 24.5% across Slovakia, peaking at 37.8% in Bratislava) — open brief for the full uncropped data chart.
„Takže nie, AI nie je ‚neutrálna technológia, ktorá zasiahne všetkých rovnako.‘ Má svoje preferencie. A tie preferencie majú pohlavie.“
Notes from the EACT Summit in Brussels on operating in geopolitical “fog,” Evelien Witlox's Digital Euro liquidity briefing, and why liquidity is now a strategic weapon rather than a passive buffer.
“Uncertainty is no longer temporary. It is structural.”
Why exempting sole traders while taxing corporate outgoing payments and foreign entities without Slovak economic nexus risks up to −€20M/yr in account flight — and how SAF proposed restoring territoriality.
„Otázka znie, koľko výnimiek ešte pridáme, kým si priznáme, že systém nefunguje.“
Citing EBA Clearing telemetry: why ten-second SEPA Instant transfers must pair pre-authorisation Verification of Payee (VoP) with Fraud Pattern & Anomaly Detection (FPAD) without breaking checkout UX.
„Riziko podvodu pri okamžitých platbách (SCT Inst) je až 9× vyššie ako pri štandardných SEPA kreditných transferoch (SCT).“
Reflections from Prague's Trendy v platebním styku ČR a SR 2026: why unconditional bank reimbursement for impersonation scams weakens customer vigilance — balanced against PSD3 gains in VRP and API standards.
„Namiesto toho, aby sme spotrebiteľov učili väčšej obozretnosti – napríklad overiť si podozrivé informácie – im pripravujeme cestu bez jediného ‚kamienka‘.“
Reading Eurostat's post-pandemic retail index: online sales remain 20% above 2023 while brick-and-mortar flatlined — turning payment collection, refunds, vendor payouts, and reconciliation into core strategy.
“The checkout is the only place in the entire customer journey where trust is lost instantly and irreversibly.”
With global chargebacks forecast to climb +24% from €28.6B to €35.3B by 2028 (+27% in Europe), clear billing descriptors, renewal reminders, strong representment logs, and A2A rails protect margins.
“As more purchases move online, these cases are becoming more common, which is why clear merchant communication and well-designed processes are essential.”
Playable Field Briefings · Continuous Theater
Eight self-hosted Slovak video commentaries plus the official TREASURY 360° Luxembourg summit reel accompanied by Jana's EACT dispatch — step continuously across all 9 briefings inside the cinema player.
SK + EN
0:36
Drawing the hard red line between algorithmic assistance and human fiduciary duty.
Summit Reel
0:35
Official Luxembourg summit reel paired with Jana's EACT field note on small-country rulemaking.
SK + EN
0:23
Stopping sophisticated scam patterns through privacy-preserving federated models.
SK + EN
0:30
Embedded finance, AI risk scoring, Open Finance, and RegTech convergence.
SK + EN
0:30
Why opening clearing rails to regulated paytechs transforms corporate settlements.
SK + EN
0:14
Sovereign retail rails and inclusion for over 10 million European residents.
SK + EN
0:21
Terminal-free account-to-account acceptance live in under 24 hours.
SK + EN
0:45
How leaked card numbers get exploited and how modern tokenization stops it.
SK + EN
0:20
Defending human trust against AI-assisted impersonation and spoofed portals.
Keynotes, Panels, Media & Juries (2023–2026)
Representing SAF, EACT, and regulated Slovak fintech across international treasury summits, central-bank & payment forums, and financial press commentary.
Uncropped widescreen stage plates and summit portraits from Vienna, Prague, Oradea, Žilina, and Bratislava.
Companion Chapter · Regulated Execution
See how these treasury, AI, and safeguarding principles operate daily inside Payout across 14 European markets.
Keynotes, Panels & Policy Dialogue
Available for European treasury & fintech keynotes, SAF / EACT regulatory roundtables, board advisory, and media commentary on payments, Digital Euro, and AI risk.
