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Strategic Infrastructure Decisions Are Key to Delivering GenAI ROI

Overview

As enterprises accelerate their adoption of GenAI, strategic infrastructure planning has emerged as a critical success factor. Yet, many initiatives stall before reaching production due to high costs, skill gaps, and inadequate infrastructure.

This spotlight paper by IDC paper explores how businesses can overcome these barriers and achieve measurable GenAI ROI by aligning data, model selection, and AI type with the right infrastructure strategies.

Strategic Infrastructure Decisions Are Key to Delivering GenAI ROI

Key Takeaways

Critical barriers to GenAI production

High costs, skills shortages, infrastructure gaps, and data accessibility challenges often prevent GenAI initiatives from scaling successfully.

Strategic infrastructure alignment

Smart decisions around data location, model size, and AI types can dramatically impact AI application cost, performance, and security.

The power of hybrid approaches

Balancing on-premises, cloud, and edge environments offers enterprises the flexibility, scalability, and cost-efficiency needed for GenAI success.

Partnering for advantage

Technology providers like HCLTech offer the expertise and modular services necessary to accelerate GenAI deployments and scale responsibly.