Mash AI
Human Resources Agent−60%

Autonomous Recruitment Agent

Run the funnel without the agency overhead.

Run the funnel without the agency overhead. Owns the pipeline end-to-end, sourcing through interview scheduling, with a full trail of every step, in-house. Every action scored, logged, and reversible.

Autonomous Recruitment Agent−60%
In
  • System records
  • Policy & rules
  • Third-party feeds
agent
Out
  • Structured records
  • Scored recommendations
  • Posted transactions
Volume-recruiting functions100% audit
0%
Headline result
0×
Qualified candidates surfaced
0 wks
Typical time to live
The problem

Why this work breaks at scale.

Done by hand, it's slow, error-prone at volume, and gets pricier with every head you add. The bottleneck is the swivel-chair between systems, not effort.

With Autonomous Recruitment Agent: most outsourcing cost removed.
Capabilities

What the Autonomous Recruitment Agent does for your team.

01

Explains every decision

Each output ships with its reasoning and the source it drew from, so a reviewer can confirm rather than re-derive.

02

Scores and prioritises

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

03

Escalates cleanly

Knows the edge of its competence and hands off without losing a single line of context.

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

Intake

Captures the request and assembles everything needed to act on it.

02

Reason

Runs the deterministic checks first, then applies judgment where it helps.

03

Execute

Completes the task across the connected systems in one pass.

04

Report

Returns the result, the rationale, and the trail in one place.

Inputs
  • System records
  • Policy & rules
  • Third-party feeds
  • Email & chat
Outputs
  • Structured records
  • Scored recommendations
  • Posted transactions
  • Exception flags
Fits your stack

Deployed into the systems you already run.

No rip-and-replace. The Autonomous Recruitment 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 Volume-recruiting functionsmost outsourcing cost removed.

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.