Practical thinking on AI for business — articles in this section.
Databricks integrates GPT-5.5 into enterprise agent workflows, but benchmark performance tells only part of the story. For mid-market IT leaders evaluating agentic AI, the real costs hide in integration engineering, guardrail development, monitoring infrastructure, and months of prompt iteration—typically 3-5x the quoted licensing fees. Learn which use cases deliver ROI, what questions to ask before committing, and why high-volume, low-variance processes offer the fastest payback on agent automation investments.
AI Operationsmodel-drift: Every AI model in production will eventually degrade. The question is whether you find out from your monitoring system or from your customers.
Schedule a consultation and we'll assess where AI can create the most value for your specific organization.
Book a Consultation