Mash AI
Human Resources Agent2–3×

Onboarding Agent

Productive on day one, in every region.

Productive on day one, in every region. Runs the whole new-hire journey, documents, access, training, with checkpoints where a person should sign off. Every action scored, logged, and reversible.

Onboarding Agent2–3×
In
  • Historical data
  • Policy & rules
  • Reference masters
agent
Out
  • Dashboards & reports
  • Drafted communications
  • Audit-ready evidence
People operations teams100% audit
2–3×
Headline result
0×
Qualified candidates surfaced
0 wks
Typical time to live
The problem

Why this work breaks at scale.

More BPO or more spreadsheets both scale with cost, and neither gives a reviewer the evidence they want.

With Onboarding Agent: faster ramp to productive.
Capabilities

What the Onboarding Agent does for your team.

01

Writes a complete audit trail

Every step is timestamped and reversible, giving you 100% coverage for internal review and external audit.

02

Scores and prioritises

Ranks work by risk, value, and urgency so the queue reflects what actually needs attention first.

03

Deterministic where it matters

Regulated or high-stakes steps follow fixed, testable workflows, generative help is reserved for drafting and ideation.

04

Human-in-the-loop by design

Routine cases run end-to-end; anything above your confidence or value threshold is routed to a person with the full context attached.

How it works

From open role to onboarded hire, one workforce view.

01

Listen

Watches the queue, inbox, or event stream for new work to pick up.

02

Analyse

Cross-references each item against policy, history, and live context.

03

Recommend

Surfaces a scored recommendation with the evidence behind it.

04

Hand off

Acts autonomously below threshold; routes to a person above it.

Inputs
  • Historical data
  • Policy & rules
  • Reference masters
  • Email & chat
Outputs
  • Dashboards & reports
  • Drafted communications
  • Audit-ready evidence
  • Exception flags
Fits your stack

Deployed into the systems you already run.

No rip-and-replace. The Onboarding Agent connects to your existing human resources tooling and writes back to your system of record.

WorkdayOracle HCMSAP SuccessFactorsEightfoldAvatureVector DBCandidate Graph
In production

Deployed for People operations teamsfaster ramp to productive.

See a case study
Questions

The practical details.

No. It removes the low-judgment, repetitive work and routes anything consequential to a person with the context attached, so your team spends time where judgment actually pays off.

A first version typically runs against your own data within weeks, the first agent can be live in as little as 48 hours, with full deployment in two to eight weeks.

It integrates with the human resources systems you already run, Workday, Oracle HCM, SAP SuccessFactors and more, with no rip-and-replace.

Yes. You own 100% of the IP, code, and documentation. There is no platform lock-in and the full system transfers to your team.