StudAI One · Hire
Hire on proof. Not résumés.
S.C.O.U.T, your AI hiring agent, surfaces verified, pre-assessed candidates — ranked by real skill, with every decision explainable and human-approved.
- Proof
- not résumés
- S.C.O.U.T
- your hiring agent
- 100%
- human-approved
The problem
The résumé is a lie. Hiring has no trust layer.
Skills · all expert
- Python100%
- Machine learning100%
- Leadership100%
- System design100%
+ 12 more, written with AI
Claims everything. Proves nothing.
- 0%
- of employers struggle to find the qualified talent they need
- 0×
- longer to fill roles with traditional hiring methods
- 0%
- of hires don't work out — because of skill mismatch
Source: ManpowerGroup
Source: LinkedIn
Source: Gartner
The root cause behind all three is the same: employers can’t tell who claims to know Python from who actually does. AI made it worse — synthetic résumés, AI-written cover letters, inflated skill lists. Authentication is now the central problem in hiring, and it’s getting worse every year.
Don’t trust what a candidate says. Trust what they’ve proven.
The trust layer
Proof, not claims.
Every Hire profile is anchored to a Prism score — a 30-minute, AI-assessed, cryptographically verifiable evaluation — and enriched by the Growth Graph. A profile without a Prism score is like a credit application without a credit score.
- Prism score — a verifiable, AI-assessed evaluation, not a self-report
- Growth Graph — Loop completions, mastery and outcomes, attached automatically
- Employers see proof, not claims — before the first conversation
0
Prism / 100
Skill-verified
Cryptographically signed
From the Growth Graph
- Loop · Agentic AImastery ✓
- Problem-solving9.1 / 10
- Communication8.4 / 10
- AI readiness8.8 / 10
Illustrative profile
For candidates
Proven first. Then matched.
A StudAI candidate doesn’t shout into a job board. They arrive verified — and grow stronger at every step.
Prism score first
Anchor your profile to a verifiable skill score before you ever apply.
Growth Graph profile
Loop completions, mastery and outcomes attach automatically — evidence, not adjectives.
Orin matches you
Roles come to you — by skill-fit, salary, location and growth, from verified data.
AI-ranked applications
You arrive pre-scored on five dimensions — never one of 1,246 identical résumés.
For employers
From a conversation to a confident hire.
- 01
Conversational job creation
No forms. Orin interviews you about the role, team, real skills, salary and timeline — then writes the JD, the application form and a shareable link.
- 02
Company Intelligence Profile
Orin learns your industry, growth stage, skill needs and culture signals — so every match gets smarter, not just the first.
- The corealways on
S.C.O.U.T runs the pipeline
Your always-on talent agent scores every application, surfaces 85%+ matches, watches pipeline health and monitors for bias.
Meet S.C.O.U.T - 04
Interview Intelligence
Role-specific question frameworks, AI notes, scoring guides and a consistency check — candidate five gets the rigor of candidate one.
- 05
Hire with confidence
An explainability block shows why — factors for, factors against, a confidence level. Human approval is always required.
Meet S.C.O.U.T
Your always-on talent agent.
Smart Candidate Optimization & Universal Talent — scoring, alerting and monitoring in the background, every minute, so hiring managers act on signal, not noise.
- 94%
A. Khan
Prism 87 · Loop ✓
Skills 9.1Comms 8.4Problem 8.8Culture 8.0Growth 8.6 - 89%
M. Rao
Prism 82 · Loop ✓
- 86%
S. Devi
Prism 80 · assessed
Illustrative console
Orin-scored inbox
Every application scored on five dimensions the moment it lands. Top candidates surface first — not buried by date.
85%+ match alerts
When someone in your database reaches 85%+ fit, S.C.O.U.T suggests a warm outreach. Proactive, not reactive.
Pipeline health alerts
Live 7 days with under 5 applicants? S.C.O.U.T finds why — salary, a missing remote tag, the wrong skills — and suggests fixes.
Bias monitoring
Every shortlist is checked for demographic patterns. A gap over 20% alerts your admin — built into the architecture, not optional.
Factors for
- Prism-verified skills · 87 / 100
- Loop mastery: Agentic AI
- Strong problem-solving signal
Factors against
- Limited leadership history
- Salary slightly above band
Illustrative decision block
Hire with confidence
The AI assists. It never decides.
Every recommendation comes with an explainability block — what supported the candidate, what counted against, and the confidence the model assigned. A human always approves the hire.
Explainable
See exactly why — the factors for, the factors against, and the model's confidence.
Human approval required
The AI ranks, explains and assists. A person always makes the final call.
EU AI Act-ready
Designed for transparency and human oversight from day one — for when you expand to Europe.
The ecosystem advantage
A talent pool that’s already proven.
Hire doesn’t start cold. Candidates arrive from Loop and Prism — learned, assessed and verified — with the Growth Graph behind every match.
Every hire, match and outcome also feeds the Growth Graph — the proprietary data asset that makes the next match smarter.
Those are search engines over self-reported résumés. Hire is a verified marketplace: candidates arrive with Prism scores and Growth-Graph evidence, and Orin matches on proof, not keywords.
A 30-minute, AI-assessed, cryptographically verifiable skill evaluation. It's the trust anchor on every Hire profile — verifiable, not self-reported.
No. The AI ranks, explains and assists with a confidence level. A human always approves the hire — by design, and for EU AI Act readiness.
It checks every shortlist for demographic patterns; a gap over 20% on any attribute alerts your admin. It's built into the architecture, not an optional add-on.
Minutes. Orin runs a short conversational interview, then generates the job description, the application form and a shareable link.
The marketplace is open, but a Prism score and Growth-Graph profile make a candidate far stronger — verified people simply stand out.
Hire what’s been proven.
Verified talent, matched by Orin. Bias-aware, explainable, human-approved.
or talk to sales →