Cross-Referencing Every Taxpayer — Malta's SAS-Powered AI Push Against VAT and Tax Evasion
Malta
Malta committed €3m to deploy SAS AI tools that cross-reference registries and bank data to flag VAT fraud; officials attribute …
Slovakia · Bratislava · See the Slovakia profile · See the Bratislava profile
Evidence: Observational / pre–post Top 50% 60/100 · Ask Evidence Copilot about this practice
Since 2019 Slovakia has routed every cash-register receipt through eKasa's real-time AI risk-scoring for VAT fraud, part of a push that cut the tax gap from 41% to 26%. In Dec 2021 the Constitutional Court ruled the automated profiling unconstitutional for lacking safeguards.
Slovakia's eKasa system, mandatory nationwide since July 2019, requires every entrepreneur's cash register to transmit sales data in real time (roughly 3KB per receipt) to the Financial Administration, replacing offline electronic cash registers. It is one strand of a broader anti-fraud programme.
eKasa specifically targeted a 15% VAT-gap reduction in the persistently high-gap HORECA, retail and services sectors, using receipt data — including a mandatory unique buyer identifier — to build algorithmic 'risk profiles' of businesses for selecting audit targets.
The Tax Authority combined eKasa's receipt data with other datasets to build these risk profiles. On 17 December 2021 the Constitutional Court (decision ÚS SR 492/2021) ruled this automated risk profiling unconstitutional: it found no explicit statutory authorization for the profiling, no public registry, no right of appeal or access to the decision logic, and no independent oversight — and struck down the unique buyer identifier specifically.
Under the broader anti-fraud programme of which eKasa is one strand, Slovakia's VAT gap fell from 41% to 26%, generating an estimated €3.7 billion in additional revenue since 2012; the separate 'Tax Cobra' programme uncovered €807,631,282.96 in fraud through 2017.
The Constitutional Court ordered fundamental legal restructuring: explicit legislative authorization, documented testing and quality assurance of the models, independent ex-ante and ex-post oversight, and meaningful redress for citizens. eKasa itself continued and even expanded — from January 2026, eKasa-only cash registers and QR receipts become mandatory for nearly all remaining businesses — but its automated profiling component required the ordered legal correction.
National / regional programmes
Indicative funding routes for practices of this type — always check each programme's current calls and eligibility rules.
Do you run this practice? Claim it — verified implementers get a public contact pathway and can propose corrections.
Where this practice's information was retrieved from, and when.
Malta
Malta committed €3m to deploy SAS AI tools that cross-reference registries and bank data to flag VAT fraud; officials attribute …
Hungary
Hungary requires all businesses to report invoices to NAV in real-time XML since 2021; ML risk-scoring targets suspicious companies before …
Angola
Angola's tax authority AGT used AI to cross-reference e-invoices and import records, flagging 15,000 of ~40,000 firms that filed zero-revenue …
Mexico
Mexico's tax authority uses AI to flag fraudulent e-invoicing and shell companies, and runs OrientaSAT, a chatbot serving taxpayers — …
Open full copilot Grounded in cited practices — always check the sources.