The discovery work focused on where good candidates were being lost.
The product opportunity became clearer by looking at the pipeline as a sequence of drop-off risks:
first contact, interest confirmation, orientation scheduling, document completion, training requirements, and final readiness.
At each step, the same pattern appeared—too much depended on manual follow-up and too little was visible in one place.
Another key discovery was that aides themselves were not passive recipients of the process.
They were participants with their own realities, constraints, questions, and frustrations.
A strong onboarding workflow needed to respect that human side while still protecting the agency's operational needs.
That made HR Pipeline more than a recruiting tracker. It became a system for shared progress and readiness.