A clear workflow from brief to review
Start with an agreed role brief: the work to be done, relevant titles, target companies and markets. Vettara uses that direction to organize candidate research for review. If the brief changes, confirm the new scope before comparing the next set of people.
Review the supporting information against each important requirement. A regional title can justify a closer look, but it does not establish which markets a person covered or what they personally delivered. Record that gap as a question for the recruiter, alongside the reason the person may be relevant.
A brief-to-shortlist example for a human review
Consider a fictional brief for a regional retail operations lead who would improve consistency across stores in the UAE and Saudi Arabia. The example below shows how a reviewer could move from requirements to a reasoned next step without treating a title or profile statement as proof.
This is an illustrative review record, not a live candidate result, a claim that Vettara has found an available person or a prediction of hiring success. The reviewer would still need to verify the source information and confirm interest, availability, work eligibility and the substance of the person's experience through an appropriate human-led process.
| Brief requirement | Illustrative research note | Human shortlist review |
|---|---|---|
| Improve consistency across several stores | A public career description refers to multi-site operating standards | Potentially relevant; verify the number of stores, the dates and what the person directly changed |
| Responsibility across the UAE and Saudi Arabia | A profile describes a regional remit without naming every market | Open question; do not assume country coverage from a regional title |
| Lead cross-functional delivery | The available information mentions work with operations and commercial teams | Potentially relevant; establish decision authority, team size and measurable outcomes |
| Ready for shortlist discussion | The research supports questions rather than a final suitability judgment | A recruiter decides whether the evidence justifies further assessment and records what remains unverified |
For teams that need to explain a shortlist
Evaluate Vettara if your recruiting or executive search team needs to connect candidate research with a specific mandate. It is especially relevant when the hiring conversation depends on the substance of someone's experience: what they led, the context they worked in and the requirements still to establish.
Bring the recruiter and the person reviewing the shortlist into the demonstration. Each should be able to follow the same brief and explain what the research supports. Use that shared understanding to judge whether the workflow fits your team.
How to evaluate AI recruitment software
Test Vettara with a nonconfidential role your team understands. Ask the demonstrator to follow one requirement from the brief to a candidate research note, then inspect the source and a claim it cannot settle. Have your reviewer explain whether the note is ready for further assessment and why.
Repeat the review with a weak or conflicting signal. Ask how the team would correct an outdated fact or revise the brief. A useful trial records what required manual checking as well as what the software supplied.
- Inputs: which requirements, titles, companies and markets did the search actually use?
- Evidence: which source supports each relevant claim, and when was it checked?
- Uncertainty: does the output distinguish missing information from evidence against a requirement?
- Correction: what happens when a source is outdated or the brief changes?
- Handoff: what can the recruiter pass to the reviewer, and what must the reviewer still verify?
Does an AI recruitment app make hiring decisions?
Vettara supports candidate sourcing and research. Your team assesses suitability and makes the hiring decision. Relevant career information provides a starting point for assessment; it does not establish a person's interest, availability or suitability by itself.
Use the research to prepare a better conversation. Review the supporting details, challenge interpretations and decide what you need to confirm with the person. Keep responsibility for the next step with the people running the recruitment process.
How does Vettara fit alongside our hiring system?
Start with the part of your process you want to improve. Vettara's focus here is candidate research and preparing information for shortlist review. In a demo, examine how that work would fit the way your team already manages applications, interviews and candidate records.
Bring your intended handoff and ask to see the current features involved. Confirm which candidate details can move into your existing system, who updates the hiring record and how duplicate records are handled. Treat any proposed connection as a feature to verify in the demo.
What should we bring to a demo?
Bring a nonconfidential brief with the role's responsibilities, expected outcomes, target companies or markets and the questions your team needs to resolve. Choose a reviewer who can explain what useful candidate context would look like.
Ask to follow the work from the brief through candidate research to review. That gives you a concrete way to evaluate Vettara for your next search and discuss the steps your team would take after receiving the research.
Bring your next role into focus
Explore Vettara with a brief your team knows.
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