About Spektro
Running a data center is breaking in a quiet, expensive way.
Most of the industry is looking in the wrong direction. We are building the layer that is not.
[01] The Problem
What we are building against
Alarm fatigue is treated as a culture problem when it is a tooling problem.
Operators are told to "tune their thresholds better" or "run a tighter NOC," as if discipline could fix a system where most alarms are noise. It cannot. The problem is not that operators are careless. It is that the monitoring stack never separates a real event from environmental jitter before the alarm reaches the floor. A 24/7 watch turns into an endurance sport, and the most experienced operators, the ones who know the facility best, are the first to burn out and leave. Every one who walks takes years of hard-won knowledge of the site with them.
The source of truth is treated as a compliance artifact.
Every serious operations team spends years curating a source of truth, whatever DCIM, CMDB, or asset system they have standardized on. It is the single most valuable operational asset most teams own. And during an incident, nobody queries it. The operator on shift is jumping between the BMS, the monitoring tools, and the DCIM by hand, reconstructing relationships in their head that the source of truth already holds. What is this unit? What does it feed? What is its redundant pair? Whose change window is open on it? The answers exist. They are just never consulted at the moment they matter.
Runbooks are dead the day they are written.
A data center changes faster than its documentation. New gear, recabling, capacity moves, swapped units. Operators who lean on static MOPs and SOPs are operators whose procedures are already out of date. The answer cannot be "write better runbooks." It has to be live reasoning over live data, every time.
Humans are doing the algorithmic work.
Correlation, lookup, dependency tracing, pattern matching. All of this is machine work. It is the most mechanical, least creative part of a shift, and operators spend half of theirs on it. Meanwhile the actual hard work of judgment calls, change management, and capacity and risk decisions gets squeezed into whatever time is left. Most teams have it backwards.
The physical infrastructure layer is invisible.
Above the OS, there is a thriving ecosystem of observability and AIOps tools. Below it, at the level of racks, power, cooling, cabling, and colo, there is almost nothing. And that is where most of the real outages actually happen. The layer that is hardest to observe and most expensive to fail is the one the industry has collectively stopped building for.
This is what a single bad night on the floor looks like, and it repeats. It is 2am on the overnight shift. An alarm fires. The operator pulls up the BMS and three monitoring panes, reconstructs the context from memory, cross-checks the DCIM by hand, isolates the failing unit, starts the MOP, escalates the field call. By the next rotation the alarm will name a different rack, a different CRAC, a different PDU. The shape of the night will be the same.
That is what we are building to end.
[02] The Work
What we are building
Spektro is an AI agent that sits in front of that 2am alarm and does the work before it ever reaches the operator.
It grounds its reasoning in your source of truth, whatever you use, so the agent starts every investigation with real structure: devices, dependencies, power and cooling paths, owners, topology. It correlates live telemetry against that structure, identifies the root cause, writes the incident context a human would need, and drafts the SOP or MOP your operator needs to act. The operator gets a summary, not a scramble. And when something does need a human on the floor, it arrives with the root cause and the procedure already attached.
The goal is not more automation. It is less firefighting. A shift where the floor stays quiet, because the events that would have escalated were already handled.
Recognize your overnight shift?
If the night above is one you have lived, reach out. Spektro is early, and we are building it with the data center operators, NOC teams, and critical-facilities engineers who carry the pager. Your experience decides what we ship next.