← Home
CHIPS

AI Incident Tools Lack Critical Layer, Warns PagerDuty's CAIO

June 21, 2026 Daniel Cross

Can AI Incident Tools Keep Pace with Software Development?

Artificial intelligence is enabling software teams to deploy code at unprecedented speeds. However, this increased velocity also raises the likelihood of incidents, with 70% stemming from live system updates.

As the frequency of incidents grows, traditional response methods are becoming outdated. The accelerated pace of software development demands a more modern approach to incident management.

Are Current Incident Tools Sufficient for the AI Era?

PagerDuty's Chief AI Officer argues that most AI incident tools are missing a vital layer. These tools often focus on detection and response but neglect the root cause of incidents: changes to live systems. By overlooking this critical aspect, teams risk being reactive rather than proactive.

The average organization experiences a significant number of incidents due to updates and modifications. As a result, there is a pressing need for incident management tools that can keep up with the speed of software development. PagerDuty's CAIO emphasizes that a more comprehensive approach is required to address the complexities of modern incident management.

Frequently Asked Questions

The consequences of inadequate incident management tools are far-reaching. As software teams continue to push code at an incredible pace, the likelihood of incidents will only increase. Organizations must adopt more sophisticated incident management strategies to stay ahead of the curve.

What is the primary cause of incidents in software development? The primary cause is changes to live systems, accounting for around 70% of incidents. How are traditional incident response approaches falling short? They are not designed to handle the increased speed of software development. What do organizations need to address the incident management gap? They need more comprehensive incident management tools that focus on the root cause of incidents.

Read full article on Tech Site News →