Ask. See evidence. Decide.
You already have the CVs. What you need is a clearer picture of each candidate's actual contribution.
Explore claims, scope boundaries and unanswered questions. Prepare for a better first conversation.
Free when a candidate sends you their Talkfolio link.
Turn your experience into a structured profile where every claim is marked with what you actually did, and where your role ended.
Download it. Share the link. Use it wherever you apply.
Product managers define direction. Developers build systems. AI engineers shape model infrastructure. Data analysts extract signal. DevOps keeps systems reliable. Talkfolio maps all of it — without forcing every senior career into the same template.
The profile answers your questions.
Ask the question that matters. Follow the evidence path. See what is confirmed and what is not — before the first call.
Structure your experience so the right questions can be answered clearly — contributions, evidence, scope. Not a better-looking CV. A credibility interface.