The Innovation Paradox: How We Reduced Incidents by 25% While Deploying Faster

Every IT leader faces the same paradox: innovate faster while maintaining rock-solid stability. At Cisco IT, we were deploying AI systems and new technologies at breakneck speed—and watching our incident rate climb. Then we turned it around. Here’s how we reduced major incidents by 25% in one year while accelerating our pace of innovation.

The innovation tax: When speed becomes your enemy

Like most IT organizations, we were adding AI capabilities, deploying cloud services, and modernizing applications at an unprecedented pace. Innovation was our mandate. 

But with each new system came hidden costs: 

• Visibility gaps: New technologies brought new dashboards — each siloed, none talking to each other. Our operations team was drowning in alerts with no unified view of actual business impact. 
• Change-driven instability: We discovered a direct correlation; the more changes we pushed, the more incidents we experienced. Innovation was causing outages. 
• AI uncertainty: While…