Case Study: a healthcare company achieves faster ticket triage with Arionkoder's AI-driven Jira solution

a healthcare company speeds Jira triage 75% with Arionkoder

A healthcare company faced significant challenges in manually triaging a high volume of sensitive support tickets, a process that consumed 50 hours per week and relied on tribal knowledge. Arionkoder was engaged to design an AI-driven solution that could handle protected health information (PHI) safely and automate routing while ensuring HIPAA compliance.

Arionkoder implemented a live AI triage agent within Jira Service Management. The solution used a rules-first architecture with LLM fallback and a human-in-the-loop validation layer. This resulted in ticket processing becoming 75% faster, freeing one FTE and saving $70K annually, which was reallocated to higher-value client resolution work.

Healthcare Company