GZLighTek SmartHire
Privacy-First · On-Premise AI

Hire Smarter,
Own Your Data

Local ML matches top candidates to your roles — no cloud uploads, no data leakage. Your entire pipeline runs inside your own server.

Request Demo View Packages
Zero-cloud architecture
Rule-based + Local ML matching
Pay per hiring volume
The Problem
Traditional hiring tools leak your data
Cloud-based ATS platforms send your candidate data to third-party servers, exposing confidential salary, background, and applicant PII.
☁️

Cloud Storage Risk

Candidate resumes, salary expectations, and interview notes stored on vendor servers — a breach affects your reputation.

💸

Per-Seat Pricing Bloat

Most ATS charge per recruiter seat regardless of actual hiring volume — you pay even in slow months.

🤖

Black-Box AI

Cloud AI matching is opaque — you can't audit why a candidate ranked #1, and the model is trained on your data.

SmartHire Solves This

Local ML + rule-based engine runs entirely on your server. Full auditability, zero data egress, pricing by hires not seats.

How It Works
Four steps from post to offer
1

Define the Role

Set requirements, weights, and rule filters for each job opening via the admin UI.

2

Ingest Candidates

Upload CVs or sync from your HRMS. OCR + NLP extract structured data locally.

3

Local ML Scoring

The on-premise engine scores and ranks candidates using rule weights plus adaptive ML — all offline.

4

Review & Shortlist

Recruiters review ranked candidates with explainable score breakdowns and one-click shortlisting.

Features
Everything you need, nothing in the cloud
🧠

Local ML Matching

Trained-on-premise model continuously improves from your hiring decisions without sending data externally.

📋

Rule-Based Engine

Define hard filters and weighted criteria per role. Rules are always auditable and overridable by your team.

📄

On-Premise OCR

CV parsing via local OCR — supports Japanese, English, and Vietnamese resumes. No cloud OCR API calls.

📊

Explainable Scores

Every candidate score includes a breakdown: which rules fired, which ML signals contributed, in plain language.

🔗

HRMS Integration

REST API + webhook support for your existing HR systems — SAP, Workday, or custom internal platforms.

📈

Hiring Analytics

Funnel conversion, time-to-hire, and source quality dashboards — fully on-premise, exportable to CSV.

Live Demo
See the matching engine in action
Click "Run Match" to see how SmartHire ranks candidates against a sample Software Engineer role.
SmartHire · Local Engine v2.1 · On-Premise
Job Requirements
ROLE
Software Engineer
EXPERIENCE
3–5 years
REQUIRED SKILLS
Python React SQL Docker
ACTIVE RULES
Min 3yr experience required
Python skill weight ×1.5
Tokyo/Remote only
Top Match Score
Ranked Candidates
Run the engine to see results
Privacy Architecture
Your data never leaves your walls
SmartHire runs 100% on your infrastructure. No network calls to external AI APIs, no cloud storage, no telemetry.
🔒

Air-Gap Compatible

Deploy in fully air-gapped environments. All ML models are bundled — no internet required after initial setup.

🛡️

GDPR & Act on Protection of Personal Information Ready

Data residency is guaranteed within your servers. Retention policies enforced locally with automated PII purging.

🔍

Full Audit Trail

Every scoring decision is logged locally. Know exactly which rule or ML weight influenced each ranking, when, and by whom.

Data Flow Architecture

Your On-Premise Server

SmartHire Engine · Local ML · OCR · DB

HR TeamAdmin access
Candidate CVsEncrypted at rest
FIREWALL — NO EGRESS
❌ Cloud AI
❌ Ext. Storage
❌ Telemetry
Pricing
Custom packages, built for your needs
Every deployment is different. We scope and price each package based on your hiring volume, infrastructure, and required features — no one-size-fits-all tiers.
📦

Hiring Volume

Monthly hires processed through the system — the primary driver of package scope and capacity configuration.

🏗️

Infrastructure

On-site datacenter, private cloud, or hybrid. Server specs, HA requirements, and backup strategy affect deployment scope.

🔧

Feature Set

Rule engine only, full local ML, HRMS integration, custom OCR languages — each component is scoped to what you actually need.

🛠️

Support Level

Email, dedicated engineer, or on-site. SLA response time and training sessions included in the package proposal.

Tell us about your hiring needs — we'll send a tailored proposal within 2 business days.

Request a Custom Quote
Compliance & Security
Built for enterprise requirements
🔐

Encrypted Storage

All candidate data encrypted at rest with AES-256. Encryption keys managed entirely by your team.

🏢

On-Premise Deployment

Runs on your own Linux servers or private cloud (AWS VPC, Azure Private Link, on-site datacenter).

📜

APPI Compliant

Designed for Japan's Act on the Protection of Personal Information — retention limits, consent tracking built-in.

🔄

No Vendor Lock-in

All candidate data exportable in standard formats. Migrate away at any time with full data ownership.

FAQ
Common questions
How long does deployment take?
Standard deployment takes 1–2 weeks including server setup, data migration, and team onboarding. Enterprise deployments with custom integrations may take 4–6 weeks.
Can we use our existing server infrastructure?
Yes. SmartHire runs on Linux (Ubuntu 20.04+, RHEL 8+). Minimum requirements: 8-core CPU, 32GB RAM, 500GB SSD. We'll provide a compatibility check before deployment.
How does the local ML model improve over time?
The model learns from your hiring outcomes (hired vs. rejected decisions) using federated learning on your own servers. It improves continuously without any data leaving your environment.
What happens when I exceed my monthly hire limit?
The system continues operating without interruption. You'll be billed at a per-hire overage rate (typically 30% of package per-hire cost) and we'll proactively suggest upgrading your plan.
Is Japanese resume parsing supported?
Yes. Our on-premise OCR is trained on Japanese CV formats (rirekisho and shokumukeirekisho) and handles both handwritten and digital formats. Kanji, hiragana, katakana all supported.
Can we integrate with our existing ATS or HRMS?
Yes, SmartHire exposes a REST API and webhook system. Growth and Enterprise plans include prebuilt connectors for common platforms. Custom integrations available on Enterprise plan.

Ready to hire smarter?

Tell us your hiring volume and we'll recommend the right package and schedule a live demo of the local engine.