Even small lapses in AI accuracy can cause major issues. Future AGI’s data and evaluation-driven platform provides synthetic data generation, guardrails, and live performance monitoring, enabling AI teams to build reliable AI 10× faster.

Hey Product Hunt Community 👋❤️ I'm Nikhil, the Founder of Future AGI. After working in the AI space for the past 8 years, I realised a significant challenge: maintaining model accuracy in production. The first hurdle is knowing what errors occurred, which usually requires human-in-the-loop reviews. Humans go through every input/output pair to detect errors. But by the time this process is completed, AI apps start facing user drops and customer escalations. And as models scale, this issue only worsens. When I spoke to hundreds of AI builders, I found that this was a universal pain point. That’s why we created Future AGI. Our Critique AI Agent helps detect errors in real-time, without humans in the loop. It provides AI teams with critical insights about errors, ensuring they get actionable data to improve accuracy. This frees up bandwidth and allows teams to focus on high-priority tasks. Key benefits of Critique AI Agent: 👉 LLM as a judge can be unstable, but our Critique AI is reliable & deterministic. 👉 Set custom metrics in natural language to fit your specific use case. 👉 Detects errors in real-time without humans in the loop, saving time and costs. 👉 Ensures high accuracy and reliability as models scale, reducing the risk of user drops-offs. 👉 Gives AI teams peace of mind knowing no error goes undetected. I hope you find Future AGI helpful. Please share your thoughts, experiences, and suggestions in the comments. Thank you for your support!

@nikhilpareek congrats over the launch!

@nikhilpareek Great going, more power to you!!

@ashutosh_prakash_singh1 thanks a lot ! :)

@nikhilpareek great work!!

@nikhilpareek Congrats on launching Future AGI, Nikhil! The real-time error detection without human-in-the-loop is a breakthrough for AI scalability. Please do consider adding an alert system for critical errors to prioritize resolution. Best of luck!!!

This is pretty cool product/platform that can significantly improve the speed and accuracy of AI apps/,models while reducing time and overall cost. Best wishes to the team.

Not gonna lie, i was skeptical at first. I thought this is just another AI wrapper with a base model that detects llm output. But it sounds like its a custom trained agentic system that specializes in AI output and prompt critique. This is interesting - will try it out as i was thinking about ways to evaluate our ai output. Im curious if this is powered by a refined model trained with specific data? And i assume there are multiple agents as part of this workflow that specializes in different tasks? Congrats on the launch @nikhilpareek and team!

@tonyhanded The key advantage of this solution is its ability to refine itself based on your specific data and use case. Large language models (LLMs) perform optimally when they have a clear understanding of both the task at hand and the data they are working with. Our agents are specifically trained to manage both aspects—ensuring seamless integration with your use case and data requirements.

Future AGI

Automate Error Detection and Ensure High Accuracy