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Company

Talent Summoner Limited builds an AI agent that turns a role brief into an evidence-backed candidate shortlist. The agent interprets the brief, agrees the criteria with the employer, searches over 200 million public professional profiles, and returns candidates ranked against what was actually asked for — each with written reasoning the employer can challenge on specifics.The product covers three stages of hiring today: sourcing, CV ranking, and candidate outreach sent from the employer's own mailbox with every message reviewed before it leaves. An AI interview notetaker that transcribes Cantonese and English and scores answers against the role brief is in development with early users.Talent Summoner is built for founders, executives and small hiring teams who need recruiter-grade sourcing without a recruiter's overhead.

Description

Talent Summoner is an AI sourcing agent for employers hiring without a recruiter. Describe a role in plain language and receive a ranked shortlist of candidates, each with the reasoning behind its score. Licensed as a Hong Kong employment agency, priced as software.

Our Beliefs

A hiring decision deserves an argument, not a number. Most recruiting tools return a match score and expect it to be trusted. We believe an employer should be able to read why a candidate was ranked where they were, disagree with it on specifics, and correct the search — which is why every candidate we return carries written reasoning rather than a bare percentage.We also believe the strongest candidate for most roles is not applying. They are employed, not looking, and will never see the job posting. Finding those people should not require an annual seat licence or a placement fee.

Product

Talent Summoner LimitedProductImg19f8c3d80-50b1-ef11-b8e8-0022485914e6_ProductImage1_07092026
Talent Summoner LimitedProductImg29f8c3d80-50b1-ef11-b8e8-0022485914e6_ProductImage2_07092026
Talent Summoner LimitedProductImg39f8c3d80-50b1-ef11-b8e8-0022485914e6_ProductImage3_07092026
Talent Summoner is an AI sourcing agent for employers hiring without a recruiter. Describe a role in plain language and the agent agrees the criteria with you, searches over 200 million public professional profiles, and returns a ranked shortlist. Every candidate carries written reasoning for its score, so the employer can disagree on specifics rather than on gut feel.The same workflow continues into CV ranking and candidate outreach, with messages sent from the employer's own mailbox after review.

Technology

Technology- An agentic sourcing pipeline that interprets a natural-language role brief, asks clarifying questions, and agrees explicit must-haves and trade-offs with the employer before searching.- Retrieval and evaluation across more than 200 million public professional profiles, including LinkedIn and GitHub.- Candidate scoring against the agreed criteria rather than against the rest of the batch, with plain-language reasoning generated for every result.- Cantonese and English speech processing for interview transcription, currently in development.Services- AI candidate sourcing: role brief to ranked, evidence-backed shortlist.- CV ranking: every CV in a batch scored against one job description, with strengths and concerns written out.- Candidate outreach: messages drafted and sent from the employer's own connected mailbox, with human review before anything is sent.