Normain

Product Introduction

1. Definition: Normain is an extraction-first AI platform specializing in complex document processing. It operates in the technical category of structured data extraction tools, leveraging machine learning to transform unstructured documents into organized, traceable insights.
2. Core Value Proposition: Normain eliminates unreliable AI hallucinations by grounding outputs directly in source materials, prioritizing validated data extraction, audit-ready traceability, and structured reuse over generic chat-based summaries.

Main Features

1. Source-Grounded Extraction:
   Normain uses fine-tuned transformer models (e.g., BERT variants) to identify and extract entities, clauses, and relationships from documents like contracts or reports. Outputs include citations linking insights to exact source locations (page/paragraph), enabling verification.
2. Structured Knowledge Graph Output:
   Processes extracted data into JSON or XML formats with hierarchical relationships, allowing direct integration with databases, analytics tools, or compliance systems. Supports customizable schemas for industry-specific needs.
3. Validation Workflow Engine:
   Includes version control and collaborative annotation tools for human-in-the-loop validation. Users can flag discrepancies, add context, and track revisions, ensuring compliance with standards like GDPR or SOC 2.

Problems Solved

1. Pain Point: Prevents costly errors from AI hallucinations in legal, financial, or technical documents where inaccuracy risks compliance violations or financial loss.
2. Target Audience:
   • Legal Teams: For contract lifecycle management and due diligence.
   • Financial Analysts: Extracting data from earnings reports or loan agreements.
   • Compliance Officers: Auditing regulatory documents.
3. Use Cases:
   • M&A Due Diligence: Identifying obligations/risks across 10,000+ pages of contracts.
   • Clinical Trial Analysis: Extracting patient outcomes from research papers into structured databases.
   • Regulatory Submission Prep: Automating data compilation for FDA/EMEA filings.

Unique Advantages

1. Differentiation: Unlike chat-based tools (e.g., ChatGPT), Normain avoids generative summarization, focusing exclusively on extraction with source citations. Competitors like Rossum or Kira offer extraction but lack built-in traceability workflows.
2. Key Innovation: Provenance-Tracking Architecture embeds source coordinates (e.g., "Section 4.2, Page 17") in every data point, enabling granular audit trails and reducing validation time by 70%.

Frequently Asked Questions (FAQ)

1. How does Normain ensure data accuracy?
   Normain uses citation-backed extraction and human validation tools, tying every insight to source document coordinates for verifiable accuracy.
2. What document types does Normain support?
   Processes PDFs, scanned images, and Word files—specializing in complex formats like legal contracts, financial statements, and technical manuals.
3. Can Normain integrate with existing systems?
   Yes, outputs structured JSON/XML compatible with SQL databases, Power BI, or custom APIs for seamless data reuse.
4. Is Normain compliant with data privacy regulations?
   Supports enterprise-grade encryption and access controls, aligning with GDPR, HIPAA, and CCPA requirements.
5. How does Normain reduce AI hallucination risks?
   By avoiding generative models and using extraction-specific AI, it only outputs data directly anchored to source text.