Scaling Ai

Logicalis earns Microsoft Frontier Partner status as enterprise AI deployments move past the pilot stage

Logicalis has achieved Microsoft Frontier Partner status and a Copilot specialization, signaling readiness to scale enterprise AI with governance built in.

Enterprise AI adoption shifts from pilot projects to core business strategy

Most enterprise AI pilots never scale. Here's what separates organizations that reach production from those stuck in perpetual experimentation.

A Practical Conversation About AI in Business: From Hype to Real-World Impact

Artificial intelligence has moved from buzzword to boardroom priority at a staggering pace. Yet despite widespread adoption, many organizations are still struggling to turn experimentation into measurable business value—some estimates suggest the majority of enterprise AI initiatives fail to scale successfully. As AI becomes “table stakes” across industries, the real challenge is no longer…

QumulusAI Secures Priority GPU Infrastructure Amid AWS Capacity Constraints on Private LLM Development

Developing a private large language model (LLM) on AWS can expose infrastructure constraints, particularly around GPU access. For smaller companies, securing consistent access to high-performance computing often proves difficult when competing with larger cloud customers. Mazda Marvasti, CEO of Amberd, encountered these challenges while scaling his company’s AI platform. Because Amberd operates its own…