Vision Embedding
Extract Vision Embeddings from engineering documents and automatically build knowledge graphs
How It Works
Click each step to view technical details
Image Extraction
Layout-Aware Extraction
Embedding Conversion
Hybrid Feature Extraction
Knowledge Graph
Multi-Modal KG Construction
Similarity Search
Hybrid Search (Vector + Graph)
(Click any card to see technical details)
Various Use Cases
6 scenarios powered by Vision Embedding
TRANSFORMATION
Evolution of Engineering Workflow
From manual review to AI-powered automation, improving both data quality and productivity.
Before: Manual
Time-consuming and error-prone
Manual review and comparison of multiple documents
Difficult to identify data conflicts
Prone to human error and omissions
Requires repetitive re-checking
After: SECA AI
Fast and accurate automation
Automatically parse and analyze all documents
AI instantly detects data conflicts
Automatically suggests resolution strategies
Verified knowledge base ready instantly
Time Reduction
Reduce manual review time by 95%
Processing Speed
10x faster data processing
Accuracy Improvement
3x better conflict detection accuracy
Experience the transformation with real data
Try DemoWHY SECA AI
Beyond Text-Based Search
Traditional engineering search tools rely solely on keywords and metadata. SECA AI understands images, drawings, and visual context.
Capability
Text-Based Solutions
SECA AI
Image-Based Search
Visual Similarity Detection
Drawing & Diagram Analysis
OCR + Semantic Understanding
Cross-Modal Search (Text→Image)
Technology Comparison (e.g., SMT vs. PTH)
Legacy Data Processing (Scanned PDFs)
3D CAD Understanding
Keyword-Only Search
Key Differentiators
Visual Intelligence
Search using images, not just keywords
Multimodal Search
Find components across images, drawings, and text
Drawing Analysis
Understand circuit diagrams and schematics
Technology Comparison
Compare technologies visually (SMT vs. PTH)
Legacy Data
Process scanned PDFs and old documents
3D Understanding
Analyze 3D CAD models and assemblies
Use Cases
Image Search
Find components using photos
Upload a photo of a PCB → Find similar designs in your database
Visual Comparison
Compare components side-by-side
Compare two resistor packages → Identify physical differences
Technology Comparison
SMT vs. PTH analysis
Analyze mounting technology → Recommend alternatives
FMEA Automation
Visual defect detection
Scan assembly images → Detect potential failure modes
Multimodal Search
Text + Image queries
"Find capacitors similar to this image in 0603 size"
Legacy Data
Scanned document processing
Extract data from 1980s datasheets → Index for search
3D CAD Support
Understand 3D models
Analyze STEP files → Identify component placement
Real-World Use Cases
Production environments
Quality control → Supply chain → Engineering collaboration
Development Roadmap
Click each phase to explore upcoming features