Human-in-the-loop AI · APAC

Evidence-led
talent decisions.

For hiring and internal mobility.

A human-in-the-loop assessment layer that adds structured behavioural evidence, soft-skill insight, and role-readiness signals on top of your existing hiring and talent systems.

Designed to support — not replace — recruiter and manager judgement. Humans remain accountable.

IH
Built by practitioners, for practitioners
Enterprise Talent · AI / LLM Systems · Responsible AI
Structured Soft-Skill Assessment
Behavioural Alignment Analysis
Role Readiness Signals
Internal Mobility Pathways
Manager-Ready Insights
Human-in-the-Loop by Design
Works Alongside Your ATS
Auditable Decision Trails
Structured Soft-Skill Assessment
Behavioural Alignment Analysis
Role Readiness Signals
Internal Mobility Pathways
Manager-Ready Insights
Human-in-the-Loop by Design
Works Alongside Your ATS
Auditable Decision Trails
Two ways teams use ImmyHire

The same problem,
two different directions

Bringing new people in, or making better decisions about the people you already have — both need the same thing: structured, evidence-based insight.

01
External Hiring
Consistent shortlisting,
at any volume

High-volume hiring makes consistent, thorough evaluation nearly impossible without structured tools. ImmyHire adds a behavioural assessment layer that generates comparable, auditable evidence across every candidate — so shortlisting decisions rest on data, not intuition.

Soft-skill and role-relevant work-style indicators for every applicant
Role-relevant behavioural indicators against documented criteria
Structured follow-up questions surfaced for interviewers
Works alongside your existing ATS — no migration
02
Internal Mobility
Promotion decisions
with evidence

Lateral moves and promotions are too often decided on tenure, visibility, and manager preference — not objective evidence of readiness. ImmyHire structures those conversations with behavioural data, so development decisions are grounded in documented criteria.

Role readiness assessment for specific pathways
Strengths, gaps, and development signals
Evidence base for promotion and lateral move conversations
Supports more consistent, criteria-based promotion conversations
How It Works

Four steps from
role to decision-ready insight

01
Define Role or Pathway

Input the job role, internal pathway, or promotion criteria. ImmyHire calibrates the assessment scope to what actually matters for this specific context.

Job role · pathway · promotion criteria
02
Run Structured Assessment

Candidates or employees complete a structured assessment covering soft skills, role-relevant work-style indicators, situational judgement, and scenario-based responses. Rigorous, not burdensome.

Soft skills · work-style indicators · SJT · scenario testing
03
Analyse Role Readiness and Gaps

ImmyHire generates an evidence summary — behavioural strengths, identified gaps, and role-readiness signals. A structured picture to interrogate, not a score to accept blindly.

Evidence summary · strengths · gaps · recommendations
04
Dashboard and Follow-up Qs

Recruiters and managers receive a structured dashboard with actionable insights and suggested interview questions — calibrated to the gaps identified. The human makes the call.

Recruiter / manager actionable insights and suggested Qs
Designed to support, not replace, recruiter and manager decisions. ImmyHire surfaces structured evidence and flags areas for deeper exploration. The decision always remains with the human — and every step is documented for human review.
Assessment Inputs
Manager-Ready Insights
Why Teams Choose ImmyHire

More consistent.
More structured.
More human.

Most hiring tools promise efficiency. ImmyHire promises something more important: structured evidence that makes decisions more consistent, processes more transparent, and conversations more productive — without removing the human judgement that matters most.

Every assessment output carries an evidence trail. Every recommended question maps back to a specific signal. Nothing is a black box.

Consistent shortlisting across every candidate
Structured assessments generate comparable evidence for every applicant — eliminating the inconsistency that comes from unstructured interviews and CV-scanning at volume.
Structured evidence, not gut feel
Every insight ImmyHire surfaces is tied to specific behavioural signals — not an opaque score. Managers can interrogate, question, and override with their own context.
Better internal mobility conversations
Promotion and lateral move decisions benefit from the same rigour as external hiring. A structured readiness picture to anchor development conversations.
Structured records, clearer review trails
Structured, documented assessment trails can help organisations review decision-making consistency, identify potential bias risks, and maintain clearer records for human review — important for compliance-conscious organisations.
Plug-in, not replace
ImmyHire works alongside your existing ATS, HRIS, and managed intake processes. No migration required. Start with one team or one role type — expand from there.
The Evidence

Research suggests the problem
is well documented

ImmyHire was not built on a hunch. Decades of peer-reviewed research in industrial-organisational psychology points to the same conclusion: structured, behavioural assessment consistently outperforms unstructured evaluation.

Our methodology is informed by established research in structured assessment, behavioural interviewing, and industrial-organisational psychology, including widely studied frameworks such as the Big Five and evidence on structured selection methods.

SHRM · 2022
$27K+
reported average cost of a single mis-hire
Industry bodies including SHRM have reported that replacing a mis-hired employee can cost 30–50% of annual salary — covering lost productivity, re-hiring, and team disruption. For senior roles, some estimates exceed six figures.
$
Harvard Business Review · 2021
46%
of new hires reported to exit within 18 months
Some analyses of workforce data have found that a significant proportion of new employees leave or are let go within 18 months — with work-style and role misalignment reported more frequently than technical underperformance as a contributing factor.
HBR
Informed by established research, not vendor claims. Research has found that structured assessment methods can be materially more predictive than unstructured interviews, depending on role, design, and implementation. ImmyHire is built on what the research consistently points toward — structure, consistency, and human accountability.
Integrations

Works alongside
your existing stack

ImmyHire layers on top of what you already use. No data migration, no system replacement. Connect your ATS or HRIS, or run as a standalone pilot via managed intake or CSV.

BambooHR
HRIS / ATS
Available
Greenhouse
ATS
Available
Lever
ATS
Available
Workday
HCM
Available
SAP SuccessFactors
HCM
Available
iCIMS
ATS
Available
Managed Intake
CSV / Direct
No ATS required
More via Merge.dev
Unified API
On request
Integration scope confirmed during pilot scoping conversation.