Fanny Ganti

As AI-powered cybersecurity tools become standard in enterprise security stacks, procurement teams face a critical governance gap. Traditional vendor/supplier questionnaires and SOC 2 reports cannot address AI-specific risks like model opacity, data sovereignty issues, vendor/supplier lock-in, and regulatory misalignment. This article introduces the CASES Framework, a practical due diligence model designed specifically for evaluating AI cybersecurity vendors before contracts are signed. Why...

A deep dive into the OECD's 2025 landmark report on AI adoption across government contracting, from fraud detection to automated bidding, and the challenges that remain. 13% of GDP in OECD countries 54% of AI solutions target pre-tendering phase € 4.15B audited by Brazil's AI in 2023 8 days average audit time (was 400 days) Public procurement is one of the largest and most complex functions of governments, accounting for roughly 13% of GDP in OECD countries. Amid persistent challenges...

The 2026 Gartner Magic Quadrant for Source-to-Pay Suites marks a turning point: digitisation is no longer the finish line, but the starting point for AI-driven, outcome-oriented procurement. With the S2P market growing at 16.3% annually toward $18.7 billion by 2029, competitive differentiation has fundamentally shifted.