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AI & Automation

Business Automation & Operations

Identified where staff time was being burned on repetitive work, then scripted and automated it — reclaiming 15+ hours per week and cutting release errors by 45%.

Business Systems2024 – 2025Tags: Automation, Bash, CI/CD
Context

What was happening.

Repetitive operations work — manual releases, routine administration and recurring device issues — consuming staff hours every week across two institutions.

The problem

What needed to change.

  • Software releases were manual, scripted-by-memory and error-prone.
  • Routine administrative work — reporting, data entry, follow-ups — consumed hours every week.
  • Recurring device and network issues generated support load that never ended.
The approach

How it was done.

Delivery automation

Bash scripts and CI/CD pipelines replaced manual release steps, cutting deployment errors by 45% and removing the human-error path from shipping.

Manual release steps replaced by pipeline stages
Administrative automation

Automation scripts handled repetitive administrative work — at one institution reclaiming 4 hours per week of manual work, at the other 15+ hours weekly across the operations team.

Reclaimed staff time — repetitive work automated, not eliminated
Operational automation

Monitoring, health checks and preventive fixes automated so recurring problems stopped generating tickets.

Recurring problems stop generating tickets
Measured results

The numbers that came out.

15+ hrs/week
Automation savings

Operations time reclaimed at Steadfast Academy.

−45%
Deployment errors

Pipelines replaced manual releases.

4 hrs/week
Admin workload

Manual work removed at Gituamba Girls.

Outcomes

Where it landed.

  • Deployments ship through pipelines. Automation handles the repetitive work. Operations stop generating recurring incidents.
Stack & tools
BashCI/CDPythonScriptingMonitoringProcess Design
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