Caspius Insights: All Posts

Anthropic now leads the enterprise LLM market with 32% share, and it’s no accident. By focusing on code automation, API-driven workflows, enterprise seat controls, and trust-building through “constitutional AI,” they made adoption easy and safe. For leaders, the lesson is clear: success comes from aligning tech, governance, and workforce readiness to move from pilots to production.

MIT’s State of AI in Business 2025 claims “95% of organizations see zero ROI from AI.” But the surprise is that MIT was surprised but these findings. These findings aren’t new, they confirm what we already know: AI usage is high, but true enterprise adoption is rare. Usage is not transformation, pilots are not production, budgets are not ROI. At Caspius, we focus on bridging this gap with enterprise-ready adoption models that drive measurable outcomes.

80% of AI pilots never make it to scale, costing enterprises millions. Caspius, LLC turns scattered, one-off experiments into strategically aligned pilots designed to deliver measurable outcomes and scale across the enterprise. From technical feasibility to workforce adoption, we engineer AI pilots (proof of concepts) to bridge the gap between AI vision and operational reality.

Introducing the Caspius AI Alignment Workshop The Caspius AI Alignment Workshop is a structured, executive-level engagement designed for business leaders who want to get AI adoption right. The results anchor AI initiatives in real business value, defining the "why" of AI usage and creating a clear path from current state to desired outcomes.