Mash AI
Human Resources Agent1→n

Interview Agent

Only high-signal candidates reach a person.

Not a chatbot, a human resources specialist. Runs structured technical screens with skill and sentiment analysis, then passes through only the candidates worth a human's time. The code is yours.

Interview Agent1→n
In
  • Reference masters
  • Documents & forms
  • Historical data
agent
Out
  • Scored recommendations
  • Audit-ready evidence
  • Decision log entries
Technical hiring teams100% audit
0→n
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 Interview Agent: A far cleaner shortlist.
Capabilities

What the Interview Agent does for your team.

01

Deterministic where it matters

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

02

Reads what you already have

Ingests documents, records, and messages in the formats your human resources stack produces, no clean-room data prep required.

03

Writes a complete audit trail

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

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
  • Reference masters
  • Documents & forms
  • Historical data
  • Email & chat
Outputs
  • Scored recommendations
  • Audit-ready evidence
  • Decision log entries
  • Posted transactions
Fits your stack

Deployed into the systems you already run.

No rip-and-replace. The Interview 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 Technical hiring teamsA far cleaner shortlist.

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.