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Healthcare / Emergency Department

Private Hospital — Emergency Department case study

A custom intake agent replaced paper-heavy workflows, enabled near-real-time sync to clinical software, and delivered dashboards for operational and marketing decisions.

Private Hospital — Emergency Department case study image

The challenge

A private hospital emergency department relied on hard copies and heavy manual data entry, creating paperwork delays and human error risks.

The approach

Mapped the paper-based process end-to-end, then designed a custom coded workflow where an agent captures and validates intake information before transfer.

The solution

Built a custom integration that passes structured data directly into the medical software, with secure handling, controlled access, and live reporting dashboards for operational and marketing visibility.

The results

  • 100% digital intake capture in the new workflow
  • Near-real-time transfer to clinical software (<60s sync target)
  • Zero duplicate manual entry in the final process
  • Live KPI dashboards for referrals, intake volume, and campaign analysis

The team moved from hard-copy processes to a controlled digital pipeline, with clearer data ownership and stronger security posture using a zero-trust access model.

Tech stack

PythonCloud FunctionsAWS

Next steps

Extend the agent workflow to additional emergency intake paths and deepen KPI reporting across departments.

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