OpinioAI is a research platform that uses AI to analyze data, evaluate creatives and synthesize new insights to help businesses better understand their customers, test, and evaluate ideas and move faster to market.
Great work with OpinioAI! @nikola_kozuljevic The ability to synthesize new insights through AI is impressive. I have a question How does the platform ensure the accuracy and relevance of the insights generated? and how it can help businesses understand their customers better
@zane_maum Thanks Zane! :)
And that's a great question.
Let me reply with the same answer I had in some thread earlier:
We approach the data sources from three different angles: first, LLMs themselves; second, user data and through embeddings; third, fine-tunning model based on existing data.
As you can see two out of three are based on our user's input. As for the LLM (and they're the foundation of the entire approach) scientists have discovered their unique power to precisely replicate human opinions. (Check this blog post here where we list some of the research: https://www.opinio.ai/academic-r...)
Now just to be clear: we think that the AI cannot replace human participants in research, yet. 😀 But what we have now is great for a hybrid approach, and definitely for some testing and prototyping.
And we also hear from our clients some amazing things that they've discovered.
We're just at the start of this revolution. Great improvements are ahead of us I'm certain of it.
OpinioAI sounds promising for market research and customer insights.
However, how does it ensure the accuracy and relevance of the insights generated, especially given the variability in data quality and source reliability?
A bit more transparency on the AI's data handling and analysis process would be reassuring for potential users.
Congrats on the launch @nikola_kozuljevic
@gracebates thanks for the comment. If I may answer like I noted in the other thread:
We approach the data sources/accuracy from three different angles: first, LLMs themselves; second, user data and through embeddings; third, fine-tunning model based on existing data.
As you can see two out of three are based on our user's input. As for the LLM (and they're the foundation of the entire approach) scientists have discovered their unique power to precisely replicate human opinions. (Check this blog post here where we list some of the research: https://www.opinio.ai/academic-r...)
Now just to be clear: we think that the AI cannot replace human participants in research, yet. 😀 But what we have now is great for a hybrid approach, and definitely for some testing and prototyping.
And we also hear from our clients some amazing things that they've discovered.
Congrats! 🎉
This platform could be a game-changer for companies aiming to stay ahead in a competitive market by making data-driven decisions and optimizing their strategies efficiently. Good luck!
@millisen Thanks thanks! Soon we'll be able to build a 'builder' that will only take the raw data set and couple of clicks to fine-tune a foundational LLM. This will be a gamechanger!
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Congrats on the innovative launch! @nikola_kozuljevic OpinioAI is an impressive platform for leveraging AI in market research. To enhance its capabilities, consider integrating a real-time feature that tracks and analyzes emerging trends. This could provide users with a competitive edge by allowing them to quickly adapt to changing market conditions.
Congrats on the launch! How does it handle the evaluation of creative content, and can it provide actionable recommendations based on customer feedback? Additionally, what types of data sources does it integrate with for comprehensive analysis?"
@r_martirosyan thanks for that.
Yes it will do recommendations. Also for images, all popular formats would work. For data analysis, majority of textbased, including json.
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