TARA Hiring Intake Agent turns hiring requirements into a clear candidate persona and structured hiring brief, aligning teams before sourcing begins.
From JD to search-ready
Shared Candidate Persona
Most job descriptions describe the role, but recruiters need clear, actionable hiring criteria before the search can begin.
TARA Planning Agent converts job descriptions and intake inputs into structured hiring requirements that recruiters can immediately act on, creating a stronger foundation for every stage of hiring that follows.
Critical hiring requirements are often missing from the original brief.
TARA Planning Agent identifies missing information such as skills, experience, compensation, location, qualifications, and role context, helping recruiters resolve ambiguity before sourcing and screening begin.
The quality of candidate discovery depends on how clearly the ideal candidate is defined.
TARA Planning Agent creates an ideal candidate persona with defined skills taxonomy and screening criteria, giving recruiters a consistent benchmark for sourcing, screening, outreach, and hiring decisions.
The same JD can be interpreted differently by different recruiters.
TARA Planning Agent brings job descriptions, intake notes, and hiring requirements into one structured thread that can be reviewed, validated, and approved before the search begins, ensuring every hiring decision starts from the same understanding of the role.
AI can accelerate hiring planning, but hiring priorities still require human judgment.
Forward-Deployed Recruiters closely work with hiring managers and remain responsible for validating requirements, refining hiring criteria, and ensuring alignment on the final hiring strategy before the search begins.
See how TARA transforms hiring requirements into recruiter-ready hiring intelligence.
Your candidate persona is transformed into a prioritized shortlist of qualified talent.
Your sourced candidates are evaluated and ranked against the role criteria. Automatically.
Shortlisted candidates are engaged via WhatsApp and voice — personalized, timely, and without recruiter effort.
Qualified candidates move into adaptive, proctored AI interviews built around your role, not a generic template.
Your hiring manager receives a complete, stack-ranked evaluation report. Ready to decide.
Your role reaches the right candidates. Job posts crafted and distributed across the right channels, automatically.
The first significant shift that Taggd has brought to SKF India is driving a multi-dimensional talent approach, which has greatly enhanced our organization by bringing in diverse expertise. The second major impact we’ve experienced from Taggd is their focus on driving succession and talent pipeline development.
To enhance our talent pools, Taggd places a strong emphasis on university hiring and incorporates greater flexibility into our job descriptions concerning education and experience. This approach ensures that we are able to recruit individuals who possess the necessary competence, the right attitude, and the ability to excel.
The CEO mandate required a unique combination of skills – business orientation, passion towards making a societal impact and learning agility. Rahul and Sachin from the Taggd’s team did a good job of understanding the requirements and presenting a variety of candidates from different backgrounds.
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An AI Hiring Agent is an AI-powered recruitment tool that helps recruiters and hiring managers streamline pre-hiring activities. It transforms job descriptions and hiring inputs into structured hiring requirements, standardizes hiring criteria, and prepares recruiter-ready hiring plans before sourcing begins.Â
TARA AI Hiring Intake Agent is Taggd’s AI-powered hiring intake solution that analyzes job descriptions, intake discussions, and hiring requirements to create structured hiring briefs, identify missing information, and generate ideal candidate personas. Forward-Deployed Recruiters (FDRs) review, refine, and approve every output before sourcing begins.
Yes. TARA AI Hiring Intake Agent automates hiring intake by analyzing job descriptions, recruiter inputs, and hiring manager requirements to generate structured hiring briefs, standardize hiring criteria, and surface missing information. Forward-Deployed Recruiters (FDRs) remain in control by reviewing and approving every output.Â
An AI Hiring Agent analyzes job descriptions, recruiter inputs, and hiring requirements to understand role expectations, organize hiring criteria, identify information gaps, and prepare structured hiring plans that guide downstream recruitment activities.
TARA AI Hiring Intake Agent analyzes role requirements, skills, qualifications, experience, business context, and hiring priorities to generate an ideal candidate persona. Forward-Deployed Recruiters (FDRs) can review, refine, and approve the persona before it is used for sourcing and screening.
An ideal candidate persona is a structured profile of the candidate most likely to succeed in a role. It combines skills, experience, qualifications, competencies, and success indicators into a consistent framework for sourcing, screening, outreach, and interview decisions.
Yes. TARA AI Hiring Intake Agent automatically identifies missing or unclear hiring requirements, including skills, qualifications, experience, compensation, location, and role-specific expectations. This helps recruiters create more complete, recruiter-ready hiring briefs before sourcing begins.
TARA AI Hiring Intake Agent automates the manual work involved in reviewing job descriptions, organizing hiring requirements, identifying information gaps, and preparing structured hiring briefs. This enables Forward-Deployed Recruiters (FDRs) to move from hiring intake to sourcing faster while maintaining consistency and human oversight.
No. TARA AI Hiring Intake Agent supports recruiters by automating hiring intake and organizing hiring requirements, while Forward-Deployed Recruiters (FDRs) remain responsible for validating hiring criteria, refining candidate personas, and approving the final hiring brief before sourcing begins.
Once the hiring brief and candidate persona are approved, TARA passes the structured hiring requirements to downstream AI agents. This enables sourcing and subsequent hiring activities to begin using recruiter-approved hiring criteria and a consistent understanding of the role.
Traditional hiring intake relies on manual discussions and recruiter interpretation of job descriptions. TARA AI Hiring Intake Agent uses AI to structure hiring requirements, identify missing information, generate candidate personas, and create recruiter-ready hiring briefs in minutes, while Forward-Deployed Recruiters (FDRs) retain complete control over review, refinement, and approval.
