Incident Management Software Is Dead
Agents resolve incidents end-to-end. They don't need seats. They read telemetry, correlate with code, config and deployments, form root cause hypotheses, and push the fix before the human is even paged.
Ramp Labs just published “How we made Ramp Sheets self-maintaining” where they detailed their homegrown agentic AI solution that improves code based on signals from production observability. This is exactly what we have built at Autoheal but for the most demanding enterprises. Ramp’s and our vision is in stark contrast to the "War Room" culture that engineers were expected to adhere to for more than two decades. During this time, we accepted a masochistic premise: when production breaks, find a human to suffer. We paid incident management vendors per-seat for the privilege of being paged at 3 AM only to work under stress inside a Slack channel.
In March 2026, this human-only workflow is a relic and incident management software is officially dead.
The structural reality is clear: PagerDuty, the leader of the incident management category, reported its FY26 numbers a couple weeks back. Paid customer base has been essentially flat at ~15K for four years with customers <$100K ARR either churning or downgrading in droves. A valuation of ~$555M (only 1.1x ARR), a decrease of 86% since the peak of $4.06B in early 2021. The stock is in terminal decline. The category leader is now being valued as a legacy utility, not a technology partner.
Consolidation has turned incident management software into a graveyard. OpsGenie is shutting down in April 2027 after the Atlassian acquisition. VictorOps is on life support after the Splunk/Cisco acquisition. FireHydrant and Squadcast have been absorbed into the legacy ITSM blob.
Why? Because the "Seat Tax" is officially obsolete.
The incident management space is fundamentally unsustainable as a standalone business. These companies are destined to be acquired by either an observability or an ITSM platform. Their flaw is that they charge engineers, per seat, for a tool that does none of the actual engineering work. Consequently, the Total Addressable Market (TAM) was inherently limited to the number of engineers willing to pay for this wake-up call service.
Agents do not need seats. They need outcomes.
The legacy model forces you to pay for 500 engineers to sit and wait for a page. The agentic model pays for resolutions.
We are moving past "dashboards" and "timelines". AI SRE agents now read telemetry, correlate with code, config and deployments, form root cause hypotheses, and push the fix before the human is even paged. We humans are no longer "responders", we have become governors of auto-healing software.
If you are still paying for seat-based paging, you are not buying reliability. You are subsidizing a manual process that an agent can execute in seconds.
The companies winning in 2026 are not managing incidents. They are automating them out of existence. Which kind of company are you?
