DOCUMENT AI & RAG SOLUTIONS

OCR & PDF Data Extraction Neural Text, Form, and Table Extraction from Complex Documents

Convert scanned documents, mobile photos, and complex PDFs into structured, queryable data. Our pipelines parse complex multi-page tables, rotated text, and nested forms with 99.5% accuracy.

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Distributed Data Pipeline

Kafka • Snowflake • PyTorch

● STREAMING

Ingestion Velocity

1.4M / sec

Zero backpressure

Query p99 Latency

14.2 ms

pgvector + Redis cache

Active Stream Health

Schema Registry ValidationPASS (100%)

Model Drift & Anomaly Eval< 0.02%

Automated CheckpointsSOC 2 Type II Safe

Problems Solved by OCR & PDF Data Extraction

Unreadable Scans & Distorted Formats

Legacy OCR tools fail on mobile phone photos, skewed faxes, low-resolution scans, and multi-column document formats.

Broken Table Extraction

Traditional tools turn structured tables into mangled raw text strings, losing column alignment and row hierarchy.

How MP AI Labs Solves This

Deep Neural Vision OCR

Trained on millions of real-world forms to extract text accurately even from crumpled, rotated, or degraded scans.

Structural Table Reconstruction

Reconstructs tables with exact column coordinates, headers, and cell relationships preserved in structured JSON.

WHAT WE PROVIDE

What We Provide in OCR & PDF Data Extraction

Core features and architectural capabilities built directly into your ocr & pdf data extraction deployment.

Multi-lingual character recognition across 30+ languages

Complex multi-page table parsing with header alignment

Handwriting and checkbox / radio button state detection

Automated document de-skewing and contrast optimization

Export directly to JSON, CSV, Excel, and SQL databases

High-throughput batch processing handling 10,000+ pages/hour

What You Receive (Key Deliverables)

Neural OCR Extraction Microservice & REST API

Table Parsing & Layout Analysis Engine

Structured JSON / CSV Export Pipeline

Batch Processing Queue with S3 Storage Integration

Admin Quality Review & Annotation Interface

How It Helps Your Business & ROI

90% reduction in manual data entry overhead

Sub-2-second extraction turnaround per multi-page document

99.5% extraction accuracy over complex tabular layouts

Production Technology Stack & Standards

PaddleOCRTesseractAzure Document IntelligenceFastAPIPythonDocker

Security Hardened

OWASP & RBAC Best Practices

AI Guardrails

Deterministic Policy Filters

Data Privacy

Zero Model Training On Private Data

Multi-Cloud Deploy

AWS, Azure & GCP VPCs

High Availability

Edge Caching & Auto-Scaling

100% IP TRANSFER
ZERO LOCK-IN
PRODUCTION-READY CODE

Phased Delivery Lifecycle

How We Deliver OCR & PDF Data Extraction

Stage 01

Sample Ingestion

Auditing document sample distributions and layout complexities.

Stage 02

Model Tuning

Configuring OCR layout engines and bounding box parsers.

Stage 03

Schema Mapping

Mapping extracted fields to target enterprise database formats.

Stage 04

API Release

Deploying scalable containerized service with observability telemetry.

Ready to engineer your OCR & PDF Data Extraction?

Speak with our principal architects and software engineers. We will map out your exact system requirements, technical dependencies, and delivery timeline.

Initiate Engineering Discovery Email contact.mpailabs@gmail.com

+91 89550 34189

•Sri Ganganagar, Rajasthan, India•Every brief gets a senior review. Reply within 24 hours.