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Talent Acquisition Intelligence Platform

ARGUS^™
Who should we hire?

The all-seeing talent intelligence platform for executive search.

Argus scores how likely a candidate is to succeed inside a specific organisation, not just whether they can do the job, using Reliyant Organisational Success Modeling. One explainable score, the reasoning always visible, and a model that sharpens with every placement.

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Organisational archetypes

Success dimensions

Explainable score

Black boxes

Candidate Intelligence Structured Population

Talent Matching Ranked by OSP

Hiring Risk Analysis Downside First

Interview Intelligence Evidence, Reconciled

Offer & Placement Guarantee Tracked

Workforce Decision Graph Learns Every Search

Candidate Intelligence Structured Population

Talent Matching Ranked by OSP

Hiring Risk Analysis Downside First

Interview Intelligence Evidence, Reconciled

Offer & Placement Guarantee Tracked

Workforce Decision Graph Learns Every Search

Why Argus exists

Built for the question volume tools never ask

The established platforms for talent were built for volume: applicant tracking optimises throughput, global HR suites manage mass employment. Executive hiring is a different category of decision. It is low in volume and extreme in consequence. The binding question is not whether a shortlisted executive can do the job; at that level, most can. It is whether this leader will succeed in this organisation, given its character, governance, stakeholders and risk posture. That question is usually answered by intuition, which is hard to defend, inconsistent between reviewers, and never improves. Argus makes it explicit, quantified, and able to learn.

The methodology · Organisational Success Modeling

Model the organisation, not just the role

A job description tells you what a person will be asked to do. It does not tell you the environment they will do it in, and the environment is what separates a strong appointment from a costly one. OSM anchors every engagement to a primary organisational archetype, optionally blended with a second, then scores each candidate across seven success dimensions: leadership, governance, operations, strategy, stakeholders, risk and culture. The archetype sets how heavily each dimension counts, so the same candidate reads differently against two different mandates. The dimensions combine into a single Organisational Success Probability, an explainable score between zero and one that always decomposes into the dimensions driving it up, the ones holding it back, and any red flags the brief defined.

Strong Fit

0.75 +

High probability of success in context. Advance with confidence.

Conditional Fit

0.60 to 0.74

Viable, with named conditions to test and manage in interview.

Material Risk

0.45 to 0.59

Real downside in a binding dimension. Proceed only with eyes open.

Misalignment

below 0.45

The context works against this candidate, however strong the CV.

Eight modules, one decision

Every step of a search,
instrumented.

Module 01

Candidate Intelligence

A structured, searchable record of the candidate population: the operational core of the platform.

Fully structured executive records
Off-limits and engagement controls
Consent and retention status on every record
Maker-checker deletion approval

Module 02

AI Screening

Ingestion of CVs and profiles, with the mandate criteria extracted and structured at the point of entry.

CV and profile parsing
Criteria structured at ingestion
LinkedIn import and intake queue
Capture lawful basis on entry

Module 03

Behavioral Assessment

A behavioural and predictive profile of a candidate against a role, every signal shown with the factors behind it.

Predictive success signals
Each score decomposed to its drivers
Role and archetype aligned
No black-box outputs

Module 04

Talent Matching

The whole population ranked by Organisational Success Probability, with the strongest fits promoted to the client shortlist.

Full pool ranked by OSP
Promote to the client shortlist
Driver and risk dimensions per candidate
Deterministic and explainable

Module 05

Hiring Risk Analysis

The downside lens: where risk concentrates across the field before you commit.

Risk-band distribution of the pool
Risk concentration by OSM dimension
Red-flag detection
At-risk candidates surfaced first

Module 06

Talent Benchmarking

The comparison lens: how the field stacks up against the mandate and against itself.

Leaders ranked with leading and lagging dimension
Pool profile against the leader
Compensation benchmarked to the brief
Seven-dimension cohort view

Module 07

Interview Intelligence

Structured interview plans and reconciliation, turning the conversation into evidence.

Structured interview plans
Endorse or set-aside verdicts
Reference checks
Evidence reconciled to the prediction

Module 08

Talent Analytics

The shape of the pipeline and the pool, read at a glance.

Fit-band distribution
Pipeline conversion
Pool composition
Engagement-level view

Around the modules sits the operational backbone of a real search practice: engagements and mandates, shortlists, a controlled client portal, full offer and post-placement tracking through the guarantee period, a complete audit trail, and a data-protection register aligned to UAE and KSA PDPL and to GDPR.

Try it · OSP fit estimator

See the score build itself

Choose an organisational archetype and set a candidate’s strength across the seven dimensions. The estimator applies the archetype’s weighting and returns a live Organisational Success Probability and fit band, exactly the way the engine does inside the platform. Illustrative weights, for demonstration.

Organisational archetype

Organisational Success Probability

0.00

OSP · 0.00 to 1.00

Weights are illustrative for this estimator. The production engine uses the full Reliyant OSM rubric and candidate evidence.

Competitive landscape

Tools built for a different question

Applicant tracking systems and global HR suites are good at what they were built for: volume, administration and compliance. None of them answers the senior-hiring question of whether a leader will succeed in a specific organisation. Argus is purpose-built for it.

Capability	Applicant Tracking	Global HRIS	Argus™ Executive Search
Organisational-fit scoring (not just a skills match)	✗ None	✗ None	✓ Full: OSM engine
Models the organisation’s archetype	✗ None	✗ None	✓ 7 archetypes + blends
Single explainable fit score (OSP)	✗ None	✗ None	✓ Decomposed to drivers
Downside surfaced before the offer	Partial	✗ None	✓ Hiring Risk Analysis
Improves with every placement	✗ None	✗ None	✓ Workforce Decision Graph
Consent and lawful basis (PDPL / GDPR)	Partial	Partial	✓ Register + right-to-erasure
Client portal: shared shortlist and verdicts	Partial	✗ None	✓ Full client portal
Offer and guarantee-period tracking	Partial	Partial	✓ Full lifecycle
Built for executive search	✗ None	✗ None	✓ Purpose-built

Argus, by the numbers

organisational archetypes the model reasons over, with secondary blends

success dimensions scored for every candidate

fit bands, from Strong Fit to Misalignment

explainable score, every driver and risk visible

modules across the full decision lifecycle

100%

of actions audit-logged, with maker-checker on sensitive changes

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Answer it with confidence:
who should we hire?

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Argus™ is a Reliyant platform, powered by Reliyant Organisational Success Modeling™. Delivered white-labelled to executive search firms. Outputs are decision support for qualified search professionals and should be reviewed alongside human judgment.

ARGUS™Who should we hire?