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Ketan Karia – VP, Analytics EMEA Blockchain for VAT

The Minority Report era for Tax Intelligence

In Steven Spielberg's Minority Report, a specialized police unit prevents crimes before they occur using predictive intelligence. While tax authorities are not in the business of "pre-crime," the underlying idea has become remarkably relevant.
George Petrovic – Product Owner Platform Strategy & Digital Assets

When to Stop Tracing: Defining Sufficient Basis vs. Endless Graph Expansion

Blockchain investigations face a paradox: the transparent, immutable ledger that makes cryptocurrency traceable also creates an unusual problem.
Suyash Singh – Product Manager - Analytics Solutions

Monitoring Stablecoin Transactions for Tax Compliance and Risk

In February 2026, stablecoins settled more value in a single month than the entire US ACH network processes over the same period.
Yesh Singhal, Vice President, Strategic Solution Services | mLogica

Proof Before Cutover: The Evidence Standard for Mainframe Modernization

The systems most leaders want to modernize are often the same systems the business cannot afford to get wrong. IBM reports that mainframes handle almost 70% of the world’s production IT workloads, while
George Petrovic – Product Owner Platform Strategy & Digital Assets

Finding the Link That Matters: How Shortest Path Changes Blockchain Investigations

Federal agents arrest a suspected drug trafficker. On his phone: a Bitcoin wallet address. Investigators know the suspect operated for two years. They suspect he worked with co-conspirators, used cutouts, and layered funds through multiple addresses.
Peter Burney, mLogica Senior V.P. of Strategic Programs

The Data Tier Is the Hard Part

The first three parts of this series established a progression. Modernization is constrained by production proof, not by code-generation volume.
Ketan Karia – VP, Analytics EMEA

Blockchain for VAT: Silver Bullet or Shiny Distraction?

For more than a decade, blockchain has been promoted as the technology that will transform industries ranging from banking to healthcare. Tax administrations have not escaped the excitement.
George Petrovic – Product Owner Platform Strategy & Digital Assets

From Alert to Intelligence: Looking Beyond Red Flags in Crypto Transactions

Monday morning. A compliance analyst signs into the monitoring platform. Overnight, the institution processed hundreds of thousands of blockchain transactions, and the monitoring engine generated thousands of alerts. Most will prove benign. A handful will require enhanced due diligence. One may ultimately become a Suspicious Activity Report. At this moment, they all look the same.
George Petrovic – Product Owner Platform Strategy & Digital Assets

The Investigators' Stack: Tools Every Team Should Have

A compliance officer preparing for an audit, a forensic analyst tracing ransomware proceeds, and an accountant reconstructing a fund-flow history for a tax filing are usually working from three different tools
The mLogica Migration Team

Deterministic AI vs. Generative AI Execution

Two blogs ago, we argued that AI has outrun the industry’s ability to prove its own output; modernization has become an evidence problem before it is a code problem.
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