Sujantivo
Vision Systems

Computer Vision &
Document OCR.

Automate visual inspection and manual document parsing. We deploy neural vision models that read complex documents, detect manufacturing defects, and process video feeds in real time.

Vision BenchmarkSub-15ms Edge
Model Types:SAM 2, YOLOv10, LayoutLMv3, Vision LLMs
Throughput:60+ FPS Video & 100+ Pages/Sec
Edge Hardware:NVIDIA Jetson, TensorRT, CoreML
Accuracy:99.8% Extraction Precision
VISION PIPELINE

From raw pixels to structured enterprise actions.

01

Pre-processing & Dewarping

Binarization, perspective correction, and contrast normalization for raw camera feeds and low-DPI scans.

02

Spatial Layout Analysis

Deep visual transformers segment document zones (headers, line items, footnotes, barcodes).

03

Vision-Language Grounding

Multi-modal vision LLMs extract semantic key-value relationships with confidence scores.

04

ERP & Database Synchronization

Structured JSON output is automatically mapped into SAP, NetSuite, or Postgres with audit trails.

CAPABILITIES

Industrial and enterprise grade.

Document AIPaddleOCR, Tesseract, LayoutLMv3, Claude Vision

Multi-Modal Document & Invoice AI

Extract nested tables, tax breakdowns, handwriting, and signatures from complex multi-page PDF invoices with 99.8% field extraction precision.

Edge VisionYOLOv10, ONNX Runtime, TensorRT, DeepStream

Real-Time Edge Object Detection & Tracking

YOLO-v10 and RT-DETR models optimized with TensorRT for edge cameras, robotic quality inspection, and manufacturing defect classification.

Quality ControlPatchCore, Anomalib, OpenCV, PyTorch

Visual Anomaly Detection in Manufacturing

Unsupervised anomaly detection trained on golden product samples to catch surface scratches, misalignments, and assembly defects in milliseconds.

Spatial AISegment Anything (SAM 2), Monai, Shapely

Medical & Engineering Spatial Vision

DICOM radiographic segmentation, CAD drawing schematic parsing, and millimeter-accurate dimensional measurements.

Need high-speed OCR or Computer Vision?

Test our models on your actual documents or video feeds with a custom proof-of-concept.