AWACS OS captures what your techs do manually and generates the automation code. Your team keeps working. The platform writes the scripts.
Every MSP has a list of things "we should automate someday." That list never gets shorter because there's never enough time or the right person to work it.
"The average MSP tech performs 15–20 repeatable processes per week that could be automated. None of them are."
The bottleneck isn't process knowledge — your team has it. The bottleneck is converting that knowledge into code. AWACS OS removes that conversion cost.
Write a spec. Find a DevOps contractor or wait for internal capacity. Build. Test. Deploy. Maintain. Repeat when the process changes. Time to first automation: 4–8 weeks minimum.
AWACS OS captures the command sequence automatically. Pattern generalization and code generation happen in the same session. Review, approve, and the automation is live. Time to first automation: same day.
AWACS OS observes what your techs do and captures the pattern: the commands they run, in what order, with what parameters, in what environment, with what outcome. There's no separate step to "start automation mode." The capture happens as part of the work itself.
Captured patterns are generalized from the specific instance to a reusable template. Customer ID, resource name, environment identifier, and parameters become variables. What was a one-time execution becomes a repeatable workflow. The generalization is proposed — your tech reviews and approves before anything becomes permanent.
AWACS OS generates runnable scripts from approved patterns — Bash, PowerShell, or Azure CLI depending on the target environment. The generated code is traceable back to the original executed commands that produced it. Every script is reviewable and testable before deployment. No black-box generation.
The automation knowledge lives in AWACS OS, not in one person's head. Any tech on your team can trigger a validated automation with the correct parameters. The platform handles consistency, enforcement, and logging. When a process changes, the template updates — not the headcount requirements.
AWACS OS logs every command with full context — why it was run, which environment, what parameters were used, what the output was. No additional tooling, no special mode, no behavior change for the tech. The capture is passive and automatic. After the process completes, AWACS OS has a complete, timestamped record of every action taken.
After the process completes, AWACS OS generalizes the captured sequence into a reusable pattern — replacing customer-specific values with parameters, grouping related commands into logical phases, and identifying decision points where the process branches. The tech reviews the proposed template and approves or edits it. Nothing becomes an automation without human sign-off.
The approved template is added to the automation library and tagged to its domain. Any tech can trigger it with the correct parameters. The automation executes through the same enforcement layer as all other AWACS OS operations — with the same hooks, the same logging, and the same governance rules. If a destructive action is in the script, it goes through the same gate as a manual command would.
Capture, review, and deploy happen in the same working session. No spec document, no contractor engagement, no two-week delivery window. The process your team ran this morning can be an approved automation by this afternoon.
When the most common repeatable processes are automated, your team stops touching them. Those hours don't disappear — they shift to higher-value work that actually requires a human. The team size stays the same; the throughput increases.
Automation capability is built into the platform your team already uses. The expertise that was previously locked in a single specialized role is now available to every tech who runs AWACS OS. The skills compound — every automation makes the next one easier to build.
You don't need a DevOps engineer. You don't need a two-week project. You need AWACS OS and one normal working session. The automation writes itself from the work your team is already doing.
or reach out directly — dustin@awacs.ai