If you have spent any meaningful time running IT operations and infrastructure, you know that nobody really knows we exist. We are the dial tone of the IT world. Everything works and nobody thinks about us. Something breaks and suddenly everyone has opinions.
There has been genuinely little innovation in the operations platform market over the last decade. If you look at the tools out there, it shows. Most of them feel like they were designed in 2014 and have been collecting features like barnacles ever since. The UX is an afterthought. The integrations are duct tape. The “automation” is a glorified script runner with a GUI bolted on top.
The Patching Problem
I was recently looking at the market for a new patching tool for a large enterprise. What I wanted was simple: a fully automated patching process. What I had was a process where each server was costing me 30 to 60 minutes of human time. Pre-flight checks. Post-flight checks. Comparing state before and after. Verifying services came back up. Checking disk space. Confirming nothing drifted.
Beyond basic risk mitigation, this time added zero value. It was low value work where someone followed an SOP step by step. Click here. Check that. Screenshot this. Paste it into the ticket. Move on to the next server.
Why can’t that be automated?
Not “automated” in the way vendors use the word, where you still need someone watching it and clicking approve seventeen times. Actually automated. Capture the system state before patching. Apply the patches. Capture the state after. Compare the two. If something looks wrong, roll it back automatically. If everything is fine, close the ticket and move on. A human only gets involved when something actually needs a decision.
From a Question to a Platform
Cadres started with that question. And then it grew into something bigger.
If you can automate patching with real pre and post flight comparison, why are you still manually triaging alerts that have obvious remediation steps? Why is your ticketing system completely disconnected from your monitoring? Why does your compliance scanner not know that the failed control was already fixed by a patch that deployed an hour ago?
The concept became: Automated IT Operations with human in the loop by exception.
Not “replace the humans” automation. Not “AI will handle everything” automation. Just… stop making skilled engineers do work that a well-written state machine can handle. Let them focus on the problems that actually require judgment.
We Are Not an AI Company
I want to be clear about something because the industry has lost its mind on this topic. Cadres is not an AI company. We are not selling AI. We don’t even have it built in. It is not required to do basic operations automation.
You don’t need a large language model to compare two system snapshots. You don’t need machine learning to check if a service restarted after a patch. You don’t need “intelligent automation” to follow a decision tree that your L1 team already has documented in a runbook.
What you need is a platform that actually connects the data and executes the logic. That is an engineering problem, not an AI problem.
What we do offer is BYOA (Bring Your Own Agent). If you want to plug an AI agent into your workflows to enrich data, triage alerts, or suggest remediation steps, you can. The workflow engine supports it. But it is your choice, your agent, your model, your data. We built the plumbing and the data layer. What you pump through it is up to you.
Building It From Scratch
Once you accept that the right answer is one connected platform and not eight separate tools with API integrations holding them together, you have a decision to make. Do you acquire and stitch, or do you build from scratch?
We chose to build.
Not because building is easier. It absolutely is not. You are essentially building what used to be five or eight separate products. But the payoff is that everything shares the same data model from the ground up. Your patching engine knows what a compliance policy is. Your ticketing system knows what a host is. Your monitoring knows what a change window is. These are not afterthought integrations where you sync data between systems every 5 minutes and hope nothing falls through the cracks.
When a monitoring alert fires, the system already knows the host’s patch status, compliance posture, recent changes, and who has privileged access. It does not need to call four APIs to assemble that context. It is all in the same database, governed by the same permission model, recorded in the same audit trail.
That is not integration. That is architecture. And you cannot get there by acquiring products and wrapping them in a single sign-on page.
What We Actually Built
The platform covers what IT operations teams actually deal with day to day:
- Patching with ring-based deployment, canary gates, automatic rollback, and circuit breakers. Pre and post flight state capture with automated comparison. Humans get involved when something actually fails, not when everything is fine.
- Monitoring with infrastructure metrics, alert routing, escalation chains, and automated response workflows.
- Service desk with full ITSM. Incidents, problems, changes, service requests, SLAs. Not a stripped down ticket system bolted on as an afterthought.
- Privileged access management with time-bound grants, approval workflows, session recording, and an encrypted credential vault.
- Compliance scanning with CIS and STIG benchmarks, one-click remediation, and audit evidence that writes itself.
- Vulnerability tracking tied directly to the patch workflow so remediation is not a separate process.
- Network discovery for every device on the network. Switches, routers, firewalls, not just servers.
- Workflow automation with approval gates, conditional logic, parallel execution, and PAM integration. This is the engine that makes the “human by exception” model work.
- Change management with risk assessment, maintenance windows, and emergency change processes.
All of it multi-tenant from day one, because the MSP use case demands real customer isolation, not “we filter by account_id and hope nobody screws up a query.”
What This Blog Is For
This is where we will share the journey. How we build things, why we make the decisions we make, what we got wrong, and what we would do differently. Engineering problems, product decisions, and honest takes on what the IT operations industry needs to hear.
We are building Cadres because we got tired of waiting for someone else to fix the tooling. The operations platform market has been coasting for years, and the people who actually run infrastructure deserve better than what is out there.
If that sounds like your world, reach out. We would rather build for people who already feel this pain than spend time convincing people the pain exists.