PDF Analyzer¶

Organizations face significant challenges in extracting structured insights from scattered business documents and queries. IIRM AI POCs demonstrate how AI can automate this process across different use cases like visiting card extraction, company insights, and document analysis.

From Raw Inputs to Structured Business Intelligence¶

Today's enterprises deal with a variety of unstructured content—business cards, long documents, and ad-hoc company queries. Without intelligent parsing and standard formats, this slows down onboarding, research, and processing.

The Challenge: Manual Information Extraction is Inefficient

graph TD
    A[Uploading Scattered Inputs] --> B{No Unified Parsing Engine};
    B --> C["Manual Review of <br> Business Cards & Docs"];
    C --> D["No Standard Format <br> for Company Info"];
    D --> E["Repetitive Research <br> & Data Entry"];
    E --> F((Slower Ops & <br> Missed Insights));
    F --> G[Lower Productivity <br> & Delays];

    style F fill:#ffcccc,stroke:#cc0000,stroke-width:2px
    style G fill:#ffcccc,stroke:#cc0000,stroke-width:2px

IIRM (Intelligent Information Retrieval & Mapping) solves this by combining AI with API endpoints to auto-extract, structure, and serve business-critical data. In one sentence, IIRM is a set of AI-powered APIs that parse and respond to business inputs like documents and queries with actionable intelligence.

It currently supports three key capabilities:
- Business Card Reader
- AI-based Company Information Lookup
- Intelligent PDF Document Reader

The Solution: IIRM’s AI-Powered Parsing Framework

graph TD
    A[Upload Card / PDF / Query] --> B{IIRM API Layer};
    B --> C["Auto-Classify Content <br> (Entity, Type, Purpose)"];
    C --> D["Return Tagged <br> JSON Output"];
    D --> E["Ready for <br> Automation & Analysis"];
    E --> F((Structured Insights <br> from Unstructured Data));
    F --> G[Faster Processing & <br> Reduced Manual Work];

    style F fill:#ccffcc,stroke:#009900,stroke-width:2px
    style G fill:#ccffcc,stroke:#009900,stroke-width:2px

Key Features of IIRM:
- Business Card Reader: Extracts name, title, phones, emails, and company from JPEG/PNG.
- Company Info API: Fetches structured company metadata from plain text queries.
- Document Reader: Parses uploaded PDFs and supports Q&A on the content.

IIRM turns fragmented content into a standardized, queryable layer—enabling businesses to automate data onboarding, research, and compliance workflows with ease.