Industries / IT infrastructure
Fewer alerts. More confident action.
Help operations teams spot the issues that matter, respond sooner and keep a person in control of high-stakes actions. We work with your team to fit the solution to your existing systems.
Your account executive is your dedicated point of contact throughout the project.
The challenge
When every alert feels urgent.
Two things break it: alert volume nobody has triaged, and autonomy granted before anyone agreed what it may touch.
01 / Alert fatigue is the baseline problem
Vectra’s 2023 survey of security analysts reported that 67% of daily alerts could not be addressed. The study concerns security operations; your own incident history is the starting point for evaluating an IT workflow.
02 / Finding the real problem takes time
Time is lost deciding what is real and what is correlated, not fixing the fault.
03 / Monitoring tools tell separate stories
A single degradation shows up as many alerts across many tools, each looking independent.
04 / Automatic fixes need clear limits
An automated action based on a mistaken alert can make an incident worse. Agree on approvals, limits and recovery steps before enabling it.
How we help
Make the signal easier to see.
Bring related alerts together, show the evidence and add automation only where your team is ready to trust it.
Bring related alerts together
Group alerts from different systems around the same issue, so your team sees one useful story instead of a stream of separate warnings.
Work with the tools you already use
Use information from your current monitoring tools rather than creating another place for your team to check.
Control how AI is used
Set rules for where AI can be used, who can use it and how its actions are recorded and reviewed.
Clear ownership after launch
Decide who maintains the system, checks its performance and updates its safeguards before launch.
Introduce automation carefully
Start with support for human decisions. Automate specific actions only when the evidence and safeguards are strong enough.
Evaluation plan
Check the signal before automating.
Use a sample of your incident history to compare useful alerts, missed incidents and time spent investigating. Start with recommendations for a person to review. Agree on safety limits before enabling an automated action.
Independent research
In June 2025, Gartner forecast that over 40% of agentic AI projects would be canceled by the end of 2027, citing costs, unclear value and inadequate risk controls. This is a forecast, not an observed failure rate.
Facing a similar challenge? Tell us what is happening. We will help you find the right next step.
Talk to usCommon questions
Questions operations teams ask.
Our monitoring tool already uses AI.
It may already do enough. We test whether it reduces unnecessary alerts and whether any automated action stays within limits your team approves.
Can people stay in control of production?
Yes. We start by helping people sort and understand alerts. Your team decides if and when any action can be automated.
Could we solve this with a product we already have?
Possibly. We look at what your current tools can do before suggesting another purchase or build.
Who we work with
Is this the right fit?
A good fit
Operations and platform teams that need fewer false alerts, faster decisions and safer automation.
A different starting point
If a current monitoring tool already solves the problem, we will say so. We introduce automated actions gradually and with clear limits.
Explore our services
A clear next step for your project.
Find a practical starting point for AI, build a workflow with your team, or strengthen your applications and AI systems.
Let's talk
A real person, from day one.
Tell us what you want to achieve. Your account executive will be your dedicated point of contact, helping you choose the right next step and keeping the work connected to your team. See how we work together.
- Your contact
- An account executive who knows your goals and stays involved throughout the engagement.
- Your team
- The people who use and run the solution help shape it from the start.
- Your outcome
- A clear recommendation and work your team can understand, own and build on.
Or email hello@aicoop.co with one question.