Normain is an extraction-first AI for complex documents. It delivers structured, traceable insights grounded in source material - designed for validation and reuse, not chat-based summaries that hallucinate.
I’m Sara, Co-founder & CEO of Normain: AI built for experts to get structured, verifiable insights from complex documents. AI for extraction, not conversation.
The problem
As a former BCG consultant, I spent more time searching, cross-checking, and validating documents than doing actual analysis.
Chat-based AI didn’t help.
🛑 Answers hallucinated.
🛑 Nuance was missed.
🛑 Nothing was traceable back to source documents.
The solution
What if AI wasn’t optimized for conversation, but for extraction?
That’s what Extractional AI is: AI that turns complex documents into structured, repeatable, and source-verifiable insights you can actually trust.
How it works:
Upload your files and links
Define the insights you want to extract
Extract insights, validate & export
Why use Normain?
Trust and transparency: Every insight is traceable to the exact document, page, and paragraph. Normain structures validation so you can correct and rerun individual insights and clearly see what’s validated, uncertain, or missing.
User-friendly for domain experts: Built for professionals, not prompt engineers. No training required. Business teams in fields like audit, assurance, sustainability, and risk can start immediately.
Deep cross-document analysis: Normain analyzes PDFs, Excel files, PowerPoints, and links using encoded expert judgment, allowing it to understand nuance, context, and critical details across documents.
Built to scale: Reuse the same setup across teams or run the same extraction across multiple companies, clients, or data rooms at once.
👉 Sign up for free here, and if you comment with your use case, I’ll personally suggest how to set up your first extraction 🚀
Hi Product Hunt 👋
I’m Sara, Co-founder & CEO of Normain: AI built for experts to get structured, verifiable insights from complex documents. AI for extraction, not conversation.
The problem
As a former BCG consultant, I spent more time searching, cross-checking, and validating documents than doing actual analysis.
Chat-based AI didn’t help.
🛑 Answers hallucinated.
🛑 Nuance was missed.
🛑 Nothing was traceable back to source documents.
The solution
What if AI wasn’t optimized for conversation, but for extraction?
That’s what Extractional AI is: AI that turns complex documents into structured, repeatable, and source-verifiable insights you can actually trust.
How it works:
Upload your files and links
Define the insights you want to extract
Extract insights, validate & export
Why use Normain?
Trust and transparency: Every insight is traceable to the exact document, page, and paragraph. Normain structures validation so you can correct and rerun individual insights and clearly see what’s validated, uncertain, or missing.
User-friendly for domain experts: Built for professionals, not prompt engineers. No training required. Business teams in fields like audit, assurance, sustainability, and risk can start immediately.
Deep cross-document analysis: Normain analyzes PDFs, Excel files, PowerPoints, and links using encoded expert judgment, allowing it to understand nuance, context, and critical details across documents.
Built to scale: Reuse the same setup across teams or run the same extraction across multiple companies, clients, or data rooms at once.
👉 Sign up for free here, and if you comment with your use case, I’ll personally suggest how to set up your first extraction 🚀
Appreciate your support and feedback,
Sara