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Case Study
AI Operations Automation
A realistic engagement focused on reducing manual coordination, improving triage speed, and giving operations leaders clearer performance visibility.
Challenge
Too many manual handoffs were slowing operational response.
The client’s regional operations teams depended on email threads, spreadsheets, and duplicated updates to triage issues. Leaders lacked a reliable way to track trends and teams were spending significant time preparing status summaries rather than solving problems.
Solution
An AI-assisted workflow with automation, routing, and reporting.
TheSourceOne mapped the workflow, designed confidence thresholds for AI-assisted categorization, created automated routing logic, and implemented reporting views that gave delivery leaders a consistent operating picture across regions.
Technologies
Built with modern tooling focused on speed, governance, and visibility.
Python
Azure
OpenAI
Power BI
Results