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Your workspace

For the person behind the shortlist

Less CV noise.
More right-fit
conversations.

Turn your job requirements and a stack of CVs into a clear, evidence-backed shortlist. Bring your own AI key. Keep your judgment.

Create your workspace Try the sample
Your criteria, your weightsGemini · Claude · OpenAI

Files are read on your device.
You choose when CV text goes to your AI provider.

A shortlist, with contextSample only
Senior full-stack AI engineer

Must-haves: TypeScript, Python, LLM experience

Alex Rivera

Top fit

Clear evidence of the required stack and production delivery. A useful starting point for a technical conversation.

Architected a multi-tenant RAG & document evaluation platform using Next.js 15, React, TypeScript, Python, and FastAPI serving 120,000+ daily users.

Illustrative results. No account, uploads, or AI calls.

A little structure changes everything

From a pile of CVs
to a clearer next step.

One focused workspace. Three simple steps. Every result gives you something useful to review.

01

Define what matters

Add your job description and must-have requirements. Adjust four scoring areas to reflect the role.

02

Bring in your candidates

Add PDF, DOCX, TXT, or Markdown CVs. Review the extracted text before you send anything for evaluation.

03

Review the evidence

See ranked matches, direct CV quotes, and focused interview questions. Compare candidates and decide who to speak with.

Bring your own key

Your preferred AI.
A workspace built for review.

Connect Gemini, Claude, or OpenAI. Your API key is encrypted on the server and your provider bills API usage directly. Choose the model and supported reasoning effort before every run.

See how it works

Transparent scoring

Understand the rubric, the threshold, and why a must-have was not evidenced.

You stay in control

Keep the human review. Export your results or delete saved evaluations whenever you choose.

Before you begin

A few things, made clear.

Do I need an API key?

You can create an account and explore the studio without a key. To evaluate real CVs, connect a verified API key for your selected provider.

Is a match score a hiring decision?

No. Scores summarize the evidence against your chosen criteria. Read the supporting quotes, explore uncertainties in an interview, and make your own decision.

Which CV files can I use?

Text-based PDF, DOCX, TXT, and Markdown files are supported, with up to 20 CVs in a queue. Scanned or password-protected PDFs need readable text pasted instead.

Where does candidate information go?

Files are parsed locally in your browser. When you run an evaluation, CV text goes through our server to the AI provider you select. Saved results remain in your account until you delete them.

Make room for better conversations

Find your next .

Start with your criteria. Let the evidence help you decide.

Get started