GZLighTek SmartHire
For SES & Staffing Agencies · On-Premise AI

Match jobs and talents,
automatically

SmartHire monitors your email inbox and instantly matches incoming jobs against your talent pool — ending hours of daily manual screening.

Request Demo View Packages
Email-triggered matching
Custom rule base per client
On-premise, your data stays local
2 wk
Standard deployment
3
Languages (JP · EN · VI)
100%
On-premise, zero cloud
Built for staffing & dispatch industries
SES Companies
Haken Agencies
IT Staffing
Talent Brokerage
Tech Service Firms
The Problem

Manual matching costs hours every day

SES and Haken vendors receive dozens of job spec emails daily. Finding the right talents by hand is slow, inconsistent, and loses business to faster competitors.

⏱️

Hours of daily manual work

Reading each 案件 email and comparing it against dozens of skill sheets takes hours — every single day.

🔍

Missed good matches

Manual screening misses qualified talents due to fatigue, keyword blindness, or simply not checking every profile.

🐢

Slow response to clients

Late replies to job spec requests mean losing projects to competitors who respond faster.

SmartHire solves this

Email monitoring + AI matching delivers a ranked shortlist the moment a job spec arrives — no manual work required.

How It Works

Four steps from email to ranked shortlist

1

Set up email monitoring

Point SmartHire at your designated inbox folder where 案件 emails from clients arrive.

2

AI parses the job spec

The engine reads the email (and attachments), extracting skills, experience, location, budget, and period.

3

Match against talent pool

Requirements are scored against every talent's skill sheet in your database using your configured rule base + AI model.

4

Review ranked matches

See talents ranked by match score with a breakdown of which requirements they satisfy — one-click shortlist.

Features

Everything you need, nothing manual

📧

Email Auto-Fetch

Monitors your designated folder continuously. New 案件 emails trigger matching instantly — no manual upload needed.

🔤

Job Spec Parsing AI

Reads Japanese-language emails and attachments (Word, PDF, Excel) and extracts structured requirements automatically.

📄

Skill Sheet Matching

Compares parsed job requirements against your registered engineer skill sheets. Supports Japanese スキルシート formats.

⚙️

Custom Rule Engine

Configured per your company: required skills, weight multipliers, availability rules, location filters — all adjustable.

🧠

Prediction AI Model

Learns from your past matching decisions. The more you use it, the better it predicts which talents you'll actually choose.

📊

Matching Dashboard

Review match results with score breakdowns, filter by availability, and shortlist talents with one click.

Why SmartHire

SmartHire vs Cloud ATS

A direct comparison on the dimensions that matter most for enterprise hiring.

Feature SmartHire Cloud ATS
Candidate data location Your server only Vendor's cloud
AI explainability Full per-candidate breakdown Black-box score
Pricing model Pay per hire Pay per seat
APPI / GDPR compliance Built-in, documented Manual / add-on
Offline operation
ML trained on Your decisions only Shared cross-client pool
Vendor lock-in Data escrow available
Live Demo

See the matching engine in action

Click "Run Match" to see how SmartHire matches talents against a sample Java backend job.

SmartHire · Local Engine v2.1 · On-Premise
Job Spec (from email)
ROLE
Java Engineer (Backend)
EXPERIENCE
5+ years
REQUIRED SKILLS
Java Spring Boot SQL Linux
ACTIVE RULES
Java: required, weight ×2.0
Spring Boot: required
Tokyo / Remote only
Top Match Score
Matched Talents
Run the engine to see results

Want to see it with your real candidate data? Schedule a live session — we run the engine against an actual CV set from your pipeline.

Book a Live Session
Privacy Architecture

Talent data never leaves your walls

SmartHire runs 100% on your infrastructure. Engineer PII, skill sheets, and matching history stay inside your network — no cloud uploads.

🔒

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 · Rule Base · AI Model · Talent DB

HR / Sales TeamReview matches
Talent Skill SheetsEncrypted at rest
FIREWALL — NO EGRESS
❌ Cloud AI
❌ Ext. Storage
❌ Telemetry
Pricing

Deploy package + custom rule base

SmartHire is priced as a one-time deployment package. Rule base configuration is customized to your company's matching criteria — not a generic off-the-shelf setup.

📦

Deployment Package

On-premise installation on your Linux server, talent database setup, email connector configuration, and initial system validation.

🏗️

Rule Base Configuration

We configure your matching rules: required skills, weight multipliers per skill, availability filters, location constraints — tailored to how your team actually evaluates talents.

🔧

AI Model Training

Initial model trained on your historical matching data (if available). The model continues learning from accepted/rejected matches on your own server.

🛠️

Ongoing Support

Rule base updates as your criteria change, model performance reviews, and technical support. SLA response time and training sessions included.

Tell us your monthly 案件 volume and talent pool size — we'll send a tailored deployment proposal within 2 business days.

Request a Custom Quote
Compliance & Security

Built for enterprise requirements

🔐

Encrypted Storage

All talent 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 talent data and matching history exportable in standard formats. Full data ownership guaranteed.

FAQ

Common questions

How does SmartHire receive job specs?
SmartHire monitors a designated email folder. When 案件 emails arrive from clients, the AI automatically reads and parses the requirements — no manual data entry required.
How long does deployment take?
Standard deployment takes 1–2 weeks including server setup, talent database import, and rule base configuration. Custom rule base tuning is done during this period.
What email formats are supported?
SmartHire processes Japanese-language email text and common attachments (Word, PDF, Excel). It handles both formal 案件 spec sheets and informal plain-text emails.
How is the rule base customized?
During onboarding, we configure your matching rules — required skills, weight multipliers, availability filters, location preferences — based on your company's specific matching criteria.
What skill sheet formats does SmartHire support?
SmartHire reads Excel, PDF, and text-format skill sheets (スキルシート) in Japanese. It extracts structured skill data including technologies, years of experience, certifications, and availability.
How does the AI model improve over time?
The prediction model learns from your past matching decisions (accepted vs. rejected matches) using on-premise federated learning. It adapts to your preferences without any data leaving your server.

Ready to automate your matching workflow?

Tell us your monthly 案件 volume and talent pool size — we'll recommend the right deployment package and run a live demo.