Begin with the work that absorbs experienced staff
Fund administration teams handle recurring work across client communications, investor records, document collection, reporting preparation and operational review. The volume can grow faster than the experienced team available to manage it.
AI may help with bounded parts of that work, but the useful starting point is the workflow itself. Halyard works with leadership and operating teams to identify where information is gathered, where staff repeat the same preparation and where exceptions still require judgment.
Workflows worth assessing
Potential opportunities may include preparing first drafts of investor or client updates, summarizing approved correspondence, identifying missing onboarding information, assembling review packs or finding approved material across internal records.
These are areas to assess, not automatic recommendations. The value depends on the systems involved, the quality of the information, the review effort and the cost of operating the solution.
Keep evidence and approval visible
A useful implementation should make it easy for staff to see the source behind an output, identify missing or conflicting information and route exceptions to the right person.
The firm still decides which communications, calculations, records and approvals remain under human responsibility. Access, retention, logging and change ownership should be agreed before sensitive client or investor information is introduced.
Choose a narrow first test
Start with one recurring workflow that the team can show from beginning to end. Establish the current preparation time, review effort, corrections and common exceptions.
A bounded test gives leadership evidence about usefulness, control and adoption before the firm commits to a wider rollout.