Scout AI

What Scout AI does

Scout AI (株式会社スカウトAI) is a Tokyo-based, privately held Japanese recruitment consulting firm specializing in data-driven direct recruiting (ダイレクトリクルーティング). Founded by Shunsuke Kumaki (representative director) with co-founder Keita Naga, the firm serves Japanese mid-to-large companies that need to improve direct-recruitment outcomes, and differentiates against intuition-based traditional consulting by combining quantitative analysis with hands-on scout message execution. The core consulting service, also branded スカウトAI, is delivered via an enterprise field-sales motion with a ~1-week cycle from first meeting to kickoff.

The product surface comprises three connected offerings. The core service provides four proprietary analytics capabilities: scout-message effectiveness measurement (スカウト文面の効果測定), responding-user profile analysis (返信ユーザのプロフィール分析), company-specific scout distribution analysis (企業別スカウト配信データ分析), and per-user scout status management across multiple platforms (ユーザ別スカウト状況管理). Agent Log (エージェントログ) is a content-marketing media platform publishing recruitment trends and company recruitment decks. Agent Search System (エージェント検索システム) is a nationwide database of recruitment agencies filterable by industry, job type, position level, and prefecture. The firm cites experience from over 100,000 scout cases (10万件以上のスカウト実績) as the data foundation for its quantitative PDCA cycle approach.

Revenue is generated through professional services consulting fees (no disclosed pricing), sold via direct enterprise sales to mid-market and larger Japanese corporates. The company holds a registered trademark for スカウトAI® in Japan and lists a minor job-posting partnership with Wantedly. Registered capital is 7,000,000 JPY (~$45-50K USD), and no external venture funding is disclosed, consistent with a small, founder-led, bootstrapped operation.

Name

Scout AI

Legal name

株式会社スカウトAI

Website

https://scout-ai.app

Company type

Private

Operating status

Operating

Short description

Scout AI is a Tokyo-based, founder-led Japanese recruitment consulting firm that provides data-driven direct-recruiting (スカウト) services to mid-to-large Japanese companies, combining quantitative scout-message analytics with full delegation of outreach operations.

Ownership category

akta.pro rank

Product category

Recruitment Consulting Services

NAICS

Human Resources Consulting Services (541612), Employment Placement Agencies and Executive Search Services (56131)

SIC

Services-Employment Agencies (7361), Services-Management Consulting Services (8742)

akta.pro primary industry

Recruiting Administration Outsourcing (Recruitment Support, Scheduling, Onboarding Ops) (BPACAKAG)

Keywords

• Recruitment consulting services
• Direct recruiting solutions
• Talent acquisition analytics
• Scout message analysis
• Recruitment data analytics

Headquarters

HQ city

Tokyo

HQ country

Japan

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Operations, Technology or R&D, Marketing or Sales

Revenue model

1. Recruitment Consulting Services (スカウトAI): Professional consulting services for direct recruitment (ダイレクトリクルーティング) based on data analysis. Services include scout message effectiveness measurement, user profile analysis, company-specific scout data analysis, and full delegation of scout operations.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels2 records

Core offering

Scout AI provides data-driven recruitment consulting services focused on direct recruiting (ダイレクトリクルーティング) for Japanese companies. Its core service combines quantitative analysis of scout message effectiveness, response-candidate profile analysis, company-specific distribution analysis, and centralized per-user status management across multiple scouting platforms, with the option to fully delegate scouting operations from strategy design through execution. The offering is supported by over 100,000 cumulative scout cases as an in-house data foundation.

Product overview

Scout AI operates two distinct businesses: (1) A US-based defense AI company offering Fury, an embodied AI foundation model for multi-domain defense robotics; and (2) A Japanese recruitment consulting company (株式会社スカウトAI) providing data-driven direct recruitment services through three interconnected products: スカウトAI (core recruitment consulting), エージェントログ (media platform), and エージェント検索システム (agent search database).

Differentiator

Problem solved

Functional benefit

Brands

• スカウトAI: スカウト文面の効果測定、返信ユーザのプロフィール分析、企業別スカウト配信データ分析、ユーザ別スカウト状況管理などのサービスを提供
• エージェントログ
• エージェント検索システム

Products and services

• Scout AI Consulting Service (スカウトAI) Data-driven recruitment consulting service that helps Japanese mid-to-large companies execute and optimize direct recruiting (ダイレクトリクルーティング) through quantitative scout message analysis, response-candidate profile analysis, company-specific distribution analysis, and centralized cross-platform scout status management. The service can be engaged for full delegation of scouting operations from strategy design to execution.
• Agent Search System (エージェント検索システム) A nationwide searchable database of recruitment agencies (人材紹介会社) that allows Japanese companies to efficiently research and identify agencies matching their hiring needs, with filters by industry, job type, position level, and prefecture.
• Agent Log Media (エージェントログ) A recruitment-focused media platform providing useful information for hiring professionals, including articles on company recruitment decks, HR tech trends, business plans of listed companies, and curated lists of recruitment agents.

Quantifiable outcome

• Significant reduction in operational workload through scout delegation services
• +1 more outcomes

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability1 record

Feature4 records

Partnerships

One partnership is on record.

• WantedlyminorOthersRecruitment information posting partnership - Scout AI lists job openings and company information on Wantedly platform

Scale indicators1 record

Recent moves5 records

Expansion highlights3 records

Direct peers

• Forkwell: Engineer-focused direct recruitment platform in Japan with scout and matching analytics. Comparable as a direct-recruitment platform targeting technical talent with data-driven candidate scoring, competing for the same Japanese enterprise recruiting budgets.
• Wantedly: Japan-focused direct recruitment and employer-branding platform with scout functionality. Directly comparable product surface (scout messaging, profile analytics); also a listed partner of Scout AI, indicating ecosystem overlap in the same Japanese direct-recruitment workflow.

Broad incumbents

• Hays Japan: Global recruitment consultancy operating in Japan across professional and technical specialisms. Comparable as a competing professional recruitment services firm targeting Japanese enterprise hiring outcomes.
• Persol Holdings: Major Japanese staffing and recruitment services group with RPO and direct-recruitment offerings. Comparable as a scaled incumbent offering outsourced recruitment and consulting services to Japanese mid-to-large enterprises.
• Mynavi: One of Japan's largest recruitment and HR services firms, offering job-media, scouting, and consulting services to Japanese enterprises. Comparable as a broad incumbent competing for the same mid-to-large Japanese corporate recruiting budget.
• BizReach: Operates Japan's leading direct recruitment (スカウト) platform for senior and professional talent. Comparable because it serves the same Japanese enterprise direct-recruitment use case, but at much larger scale and as a platform rather than outsourced consulting.
• Robert Walters Japan: International professional recruitment consultancy with a strong Japan presence in mid-to-senior permanent placement. Comparable as a data-informed recruitment consulting firm serving Japanese enterprises across functions.
• Recruit Holdings: Parent of Recruit Career and operator of Indeed; Japan's dominant recruitment and HR services conglomerate. Comparable as the dominant competitor in Japan's direct-recruitment and HR consulting market, against which Scout AI's founder previously worked.

Emerging players

• LAPRAS: Engineer scouting platform using portfolio-based candidate scoring. Comparable as a data-driven direct-recruitment tool in the Japanese market, though narrower in focus (engineers only) and platform-based rather than consulting-led.
• Eight (Sansan): Business-card networking platform that doubles as a referral-based recruitment channel in Japan. Comparable as an alternative data-driven sourcing channel for Japanese enterprise direct recruitment.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks5 records

Key highlights5 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Scout AI