Use Case: HR & People

HR Onboarding GPT

A 24/7 onboarding buddy for every new hire — answers their 100 first-week questions, tracks their compliance training, and frees your HR team for actual people work.

The first 30 days problem

New hires ask 100+ questions in their first month. Most are answered somewhere — in the wiki, in Slack history, in someone's email. But finding them takes time, and asking the team makes the new hire feel like they're slowing everyone down. So they sit on questions, get stuck, and don't ramp.

An HR onboarding GPT solves this directly. It's the new hire's first contact for any 'how do I' question — payroll setup, software access, leave policy, who's who, where to find things. It works through their structured onboarding plan, nudges them on overdue compliance training, and only escalates to HR when something needs human judgement.

What we typically build

Personal Onboarding Buddy

Configured for each new hire's role. Knows what training they should have completed by week 2, week 4, week 8 — and reminds them gently if they're behind.

Policy & Benefits FAQ

Salary sacrifice, novated lease, parental leave, working-from-home policy, carer's leave entitlements — answered from your live HR system, not a stale PDF.

Manager Notification Bot

If a new hire flags 'I'm not sure who I should be working with' or 'my laptop's broken' — the GPT routes to the right person, with the right urgency, and notifies the manager.

Compliance Training Tracker

Workplace harassment, cyber security, code of conduct — the GPT tracks completion in your LMS and follows up with the new hire on overdue items.

HR systems we integrate with

Numbers we've seen

A 180-person Melbourne tech firm cut average new-hire ramp time (defined as days until first solo PR merged) from 21 days to 12 days using an onboarding GPT. The HR team's first-month-of-employment ticket volume dropped 64%. New hire NPS in the first month rose from 41 to 73.

Confidential conversations stay confidential. If a new hire raises a concern about their manager, a workplace incident, or anything sensitive — the GPT immediately routes to the appropriate HR contact and explicitly does not generate AI-driven advice. Boundary is hard-coded in the system prompt.

Frequently asked questions

Doesn't this make onboarding feel impersonal?

Surveys we've run show the opposite. New hires get answers faster, never feel like they're bothering colleagues, and have more capacity for the human relationship-building (1:1s, team lunches) that actually matters. The GPT handles the trivia so humans can focus on the human stuff.

Can it integrate with our LMS for compliance training?

Yes. Litmos, GoLearn, Cornerstone, and Docebo all have APIs we can use to track completion in real time and nudge employees on overdue items. We can also push completion data back to BambooHR or Employment Hero so HR's records stay in sync.

How does it handle questions that genuinely need HR involvement?

We classify the question. Routine queries (leave balance, password reset, where to find the HR policy on X) get answered. Sensitive queries (workplace concerns, performance discussions, grievances) trigger an immediate handover to a designated HR person with full conversation context.

What about employees who join via acquisition with very different policies?

Common scenario. We tag the GPT with employee groups (legacy company A, legacy company B, current standard) and apply the right policy answers based on the asking employee's group membership. As policies harmonise, you update the tags.

Ready to build your custom GPT?

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