models

The Role of AI in SaaS Fraud Detection

by

AI makes SaaS fraud prevention proactive and adaptive—spotting account takeovers, payment abuse, fake signups, promo/gift-card arbitrage, spam/abuse, API/key misuse, and insider threats before they cause loss. The winning approach blends rich signals, fit‑for‑purpose models, real‑time orchestration, and strong governance so security doesn’t crush conversion. Why AI matters for SaaS fraud now High‑risk scenarios across SaaS … Read more

The Future of SaaS Pricing Models: Beyond Subscription

by

SaaS pricing is shifting from flat subscriptions to flexible, value‑aligned models that match how customers realize outcomes. The winners combine simple entry, predictable budgeting, and elastic upside—with strong metering, transparency, and governance to prevent bill shock. Why pricing is evolving Modern pricing building blocks Designing value‑aligned meters Transparency and trust rails Packaging patterns by product … Read more