Advanced AI Assistant for Visual Data

Enterprises often rely on technical drawings, diagrams, and scanned documents for critical decisions. Yet, most chatbots only process text, ignoring visual data.

ThirdEye Data’s Advanced AI Assistant for Visual Data is a multimodal, RAG-powered solution that understands flowcharts, schematics, prescriptions, and complex PDFs. By combining OCR, computer vision, and LLMs, it delivers context-aware answers from both text and visuals, enabling faster insights and smarter enterprise workflows.

Advanced AI Assistant for Visual Data - Solution Workflow

Business Challenges or Pain Points Addressed

  • Manual document search wastes 60–70% of analysts’ time.

  • Standard chatbots fail to interpret flowcharts, diagrams, and scanned PDFs.

  • Hidden insights in schematics and images often go unused in decision-making.

  • Misinterpretation risks compliance failures in legal, finance, and healthcare.

  • Lack of real-time, multimodal insights slows down innovation and operations.

Our Solution Approach

We designed a hybrid agentic AI solution that integrates:

  • OCR & NLP to extract text from scans and handwritten content.

  • Computer Vision Models to interpret shapes, diagrams, and engineering drawings.

  • RAG + Vector Databases for context-aware, multimodal knowledge retrieval.

  • LLMs fine-tuned with domain-specific data to generate accurate, conversational answers.

This ensures enterprises get precise insights from both text and visual data in real time.

Technologies Used

  • Document Parsing: PyMuPDF, PDFMiner, LangChain

  • OCR & Text Extraction: Tesseract, EasyOCR, LayoutLMv3

  • Diagram Processing: OpenCV, Detectron2, YOLOv8

  • Vector Search: ChromaDB, Pinecone, FAISS

  • LLM Layer: GPT-4, Hugging Face Transformers, LlamaIndex

  • Data Storage: Snowflake, PostgreSQL, MongoDB

  • Deployment: FastAPI, Docker, Kubernetes

  • Monitoring: Prometheus, Grafana, MLflow

Core Features of This Solution

Visual Document Parsing

Automatically separates text, diagrams, and charts for structured analysis.

OCR & Handwriting Recognition

Extracts typed and handwritten text from scanned pages and prescriptions.

Diagram & Flowchart

Diagram & Flowchart Understanding

Identifies entities, relationships, and flow in engineering and business diagrams.

RAG-Powered Conversational AI

Retrieves context from both text and visuals for accurate Q&A.

domain specific

Domain-Specific Fine-Tuning

Trained on data from healthcare, manufacturing, engineering, and finance sectors.

Seamless Enterprise Integration

Connects with existing document repositories, cloud storage, and ERPs.

Tangible Business Value Across Functions

manufacturing operations

Manufacturing

Reduce blueprint analysis time by 70%, accelerating product design.

healthcare operations

Healthcare

Digitize prescriptions and clinical scans for faster, safer patient care.

Legal & Compliance

Automate contract and evidence review, cutting manual effort by 60%.

Finance Ops

Finance & Insurance

Extract insights from policy documents and scanned claims, reducing errors.

engineering sector

Engineering

Interpret technical schematics and flowcharts for R&D efficiency.

Enterprise Knowledge

Enterprise Knowledge

Unlock multimodal insights across millions of documents with real-time query support.

See the Assistant in Action, Empowering Teams with Visual AI

Turn diagrams, scanned documents, and technical PDFs into query-ready insights.

Real-World Value Created Through This Automation

  • 80% reduction in document search time using multimodal AI.

  • 60% fewer compliance errors from missed details in visual data.

  • 30% faster R&D cycles by automating schematic and flowchart interpretation.

What Makes This Solution Different

Unlike conventional chatbots, our assistant uses multimodal AI to combine text, image, and diagram understanding. With agentic AI orchestration, multiple AI agents work together to parse, analyze, and deliver accurate responses from complex documents.

We developed and deployed this computer vision solution for automating the extraction of fixed products from architectural floor plan images.

FAQs – Answering Common Business Asks

  • Can it process handwritten documents?
    Yes, it supports OCR for handwritten prescriptions and notes.

  • Does it work with scanned PDFs?
    Absolutely, it parses and analyzes both scanned and native PDFs.

  • How accurate is diagram recognition?
    Over 90% accuracy on standard flowcharts and engineering diagrams.

  • Is this solution industry-specific?
    It’s customizable for healthcare, manufacturing, engineering, finance, legal, and more.

  • Can it integrate with our current systems?
    Yes, it connects with DMS, ERPs, CADs, and cloud storage through APIs.

Book a Demo to Interact and See It in Action

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