Your expertise has a
role in how AI develops.
OpinionTally connects people with relevant opportunities from businesses and AI data labs looking for human insight.


From what you know
to where it can matter.
Our role is to make the connection. We focus on finding a meaningful fit, not on collecting information for its own sake.
Share the relevant parts of your experience.
Tell us about the knowledge, work, lived experience, or way of seeing the world that could make you a strong fit. You should not have to complete a long screener before you understand the purpose.
AI helps us see possibilities. People make the judgement.
Our technology helps surface relevant contributors and match expertise with a specific need. The technology supports the process; your knowledge and judgement give each contribution its value.
When there is a match, we introduce you to the relevant partner.
The opportunity may be with a business or AI data lab. OpinionTally facilitates the connection; the task itself may be carried out for another company. You will know the context before you decide whether to continue.
AI needs people who can
ask better questions.
Review AI-generated answers
Assess quality, accuracy, safety, and whether an answer makes sense in real life.
Offer feedback from experience
Help identify what a model misses, what it gets right, and what good judgement looks like.
Bring specialist context
Share domain knowledge that helps AI better understand a profession, an industry, or a lived reality.

“The technology supports the process. Your knowledge, experience, and judgement give each contribution its value.”
We make it easier for businesses and AI data labs to find relevant contributors — and for you to discover opportunities suited to your strengths.
Information should work for your match — not against your privacy.
We operate strictly under Scandinavian and EU data stewardship principles. You retain full visibility and complete sovereignty at every checkpoint.
We use what is relevant.
We use information about you to find relevant tasks and avoid collecting data that serves no purpose in that process.
We do not sell who you are.
We do not sell information that identifies you to third parties. Commercial insights are shared in aggregated or anonymised form.
You choose before details are shared.
If a specific expert engagement requires identifying information, we share it only with your explicit consent.
Clear about the connection.
Will I work for OpinionTally?
Not always. OpinionTally makes the connection, and some opportunities are carried out for a partner such as a business or AI data lab. We make that context clear before you decide to proceed.
What kind of knowledge is useful?
It can be specialist expertise, professional practice, lived experience, or a perspective that helps assess whether AI is genuinely useful in a particular context.
Does AI decide everything?
No. AI helps identify relevant possibilities. Human judgement remains essential to understanding fit, quality, and the value of a contribution.
Your perspective.
The right connection.
Join our growing registry of European and global specialists contributing foundational intelligence to the next generation of verified AI.
