SaaS will shift from cloud‑only to cloud+edge native, taking advantage of 6G’s ultra‑low latency, massive bandwidth, and fine‑grained network slicing, while deploying logic closer to users via multi‑access edge computing (MEC) for realtime, resilient experiences and new business models. What 6G and edge bring to SaaS SaaS architecture patterns that will dominate New product capabilities … Read more
Predictive Maintenance (PdM) SaaS turns raw machine data into early warnings and planned interventions, cutting unplanned downtime, scrap, and safety incidents. The winning approach blends reliable data capture, explainable models, and closed-loop workflows that create, schedule, and verify maintenance work—proving ROI on the line, not just in dashboards. Why PdM SaaS matters now Reference architecture: … Read more
SaaS and IoT are converging into “device-to-decision” platforms: data streams flow from sensors to the edge and cloud, where workflows, analytics, and AI trigger safe, auditable actions. The winners will blend robust device management, open standards, edge intelligence, and vertical workflows—so outcomes (uptime, safety, yield, energy) improve in real time. What’s changing (and why it … Read more
SaaS and IoT complement each other: devices generate continuous data and actions; SaaS delivers the scalable compute, storage, analytics, and user experiences to turn that data into outcomes. Together they enable real-time visibility, predictive maintenance, energy optimization, and new service revenues—without heavy on‑prem infrastructure. Why SaaS + IoT wins Reference architecture for SaaS-powered IoT High-impact … Read more
SaaS has turned fraud defense into a real-time, AI‑driven capability that scales with transaction volume and evolving attack patterns. In 2025, banks, fintechs, and merchants are consolidating siloed tools into cloud platforms that combine machine learning, behavioral biometrics, device intelligence, and orchestrated policies—reducing losses without adding friction for good customers. With fraudsters weaponizing generative AI … Read more
1) AI-native and agentic SaaS SaaS products are evolving from “AI-assisted” to “AI-native,” where autonomous, policy-bound agents plan and execute multi-step workflows (with human-in-the-loop for high-risk actions). Expect: 2) Vertical SaaS deepens moats Industry cloud platforms will outpace horizontal suites by encoding domain rules, certified integrations, and compliance-by-default. 3) Composable platform ecosystems SaaS leaders become … Read more