Patient-liaison and complaints administration
Gather correspondence, organise supporting documents and prepare case summaries and draft responses for staff to review.
Prepare the case for the person handling it
Gondo for healthcare
Automate healthcare administration within defined rules, with human approval points and visibility into the work at each review. Your team keeps control of decisions and exceptions.

An illustrative administrative workflow
This fictional example shows an agent gathering correspondence, checking the file and preparing a case summary and draft response. A member of staff reviews the material before the approved draft is recorded.
Administrative casework
Illustrative workflow · sample data
Activity
A fictional request to resend an appointment letter, with the relevant correspondence brought together.
The case summary and draft response are ready. A member of the team reviews them before a draft is recorded as approved.
Proposed next step
Approve the prepared draft for the case record. Sending correspondence remains a separate staff action.
Gather correspondence, organise supporting documents and prepare case summaries and draft responses for staff to review.
Prepare the case for the person handling it
Check a file against an agreed list of required information, identify missing documents and prepare the next administrative handoff.
Make the next step clear
Bring together submitted documents, flag missing information and prepare follow-ups for the team responsible for onboarding.
Keep recurring document work moving
Combine AI tasks with fixed rules and repeatable stages so the process has a clear structure.
Build in checkpoints for staff to inspect prepared information, make a decision or return work for changes.
Follow workflow progress and see the information presented at a review point.
A proposed programme: scope, access and pilots would be agreed with research partners.
Interview teams and carry out time-and-motion studies across around three bounded administrative areas. Map systems, documents, rules, exceptions, judgement and human effort.
Choose one or two opportunities using predefined criteria for workload, potential benefit, data access, risk and evaluation feasibility.
Develop prototype workflows alongside reusable evaluations, provenance, risk controls, human escalation and reliability capabilities.
Run controlled pilots comparing human and agent-assisted execution on handling time, accuracy, completeness, cost and escalation—including human review effort. Investigate whether the approach transfers across organisations.