Phase 1 MVP — evidence-based hiring, shipping

Hire with evidence, not vibes.

One multi-tenant OS for Platform Admins, Tenants, Candidates and a public Marketplace — unified by a verifiable skills graph and an explainable AI match engine that quotes the CV.

GDPR · DPDP · POPIAEEOC bias-loggingMFA + RLS by defaultPlan-gated AI
Match analysis
Senior Platform Engineer · Acme
Strong fit · 92%
TypeScriptVerified
TanStack Start · React 19Verified
PostgreSQL · RLSSelf-declared
LLM evaluationGap · path
AI evidence — verbatim from CV

"Led TanStack Start migration touching 40+ routes and shipped weekly to 12k MAU." — page 2, line 14

Match run · cached · reproduciblecv_hash · 7f42…b1
Surfaces
04
Admin · Tenant · Candidate · Market
Skills graph
13k+
ESCO + O*NET seeded
Match accuracy
94%
+6 pts
Markets
12
GDPR · DPDP · POPIA
Four surfaces, one OS

Purpose-built for every audience

A consistent design system across Admin, Tenant, Candidate and Marketplace — with isolated auth and per-tenant branding.

Platform Admin

Tenants, plans, billing, marketplace moderation, taxonomies and notifications.

Admin login

Tenant Suite

Jobs, recruitment campaigns, candidates, skills, assessments, integrations.

Tenant login

Candidate Portal

Applications, shortlists, skills paths, career growth, verifiable credentials.

Candidate login

Public Marketplace

Discover jobs, organisations and trending skills with personalised match %.

Browse jobs
Inside the platform

Brutalist data, soft surfaces

Oversized monospace KPIs, generous whitespace, framer-motion micro-interactions — and dark mode parity from day one.

recruit.os/app/admin
Live preview
MRR
$48.2k
12%
Active tenants
184
8
Trials
27
Churn
1.4%
0.3%
Recruitment funnel
12,481 candidates · 7 stages
+18% WoW
ApplyScreenAssessShortlistInterviewOfferHire
Tenants needing attention
Northwind
Trial ended · grace 3d
Expired
Globex
Payment failed ×2
Past due
Initech
Upgrade requested
Action
Skills · the unlock

A first-class Skills domain across every surface

One canonical skill id powers Platform Admin taxonomy, Tenant inventory, Candidate paths and the Marketplace's in-demand rail.

Skills graph

ESCO + O*NET seeded taxonomy with aliases, prerequisites and curated relations.

Match & gap engine

Deterministic scoring + LLM evidence — claims always cite verbatim CV lines.

Career & learning paths

Personalised next-skill recommendations driven by profile and market signals.

Verifiable credentials

Open Badges 3.0 export and a candidate wallet for shareable proof of skills.

Skill graph · React Native
3 prerequisites · 5 next steps
React Native
JavaScript
React
Mobile UX
Expo
Reanimated
Native bridges
Built for compliance from day one
GDPR + DPDP

Export, delete, hashed-suppression dedupe.

EEOC bias-logging

Protected attributes never enter scoring.

RLS by default

Postgres row-level security on every multi-tenant table.

Branded everything

No third-party URL ever leaves the platform.

Ready to hire with evidence?

Spin up a tenant, publish your first job, and watch the match engine cite the CV line by line.