TSG Document Parser AI : An Overview
A cutting-edge Artificial Intelligence (AI) platform that auto Identifies, extracts, and validates document information with higher accuracy and efficiency.
Runs on pre-built AI models, transforms unstructured data into actionable insights, driving business intelligence, automation and growth. The platform is designed for seamless integration with existing onboarding applications, offering a plug-and-play solution
Why TSG Document Parser AI ?
Own pre-trained AI models (for faster deployment and ROI)
Higher automation percent & template free solution (Speed & accuracy for format variations)
- 4x – 20x Productivity gains – Powered by AI automation.
- Up to 99.9% Accuracy– Pre-built AI models.
- Reduced Operational Overheads – AI minimizes manual intervention.
- Enterprise-Grade Security – Encryption and compliance safeguards.
GenAI enabled platform (With secured client data)
High Speed Processing,
Available on-prem
Risk
Process complex documents and transactions to identify discrepancies / risks
Efficiency
Improve efficiency & transparency for timely work adhering to regulatory compliance
Experience
Respond quickly to issues, address potential challenges, and Improve end-customer satisfaction
Growth
Helps focus on wider customer base, avoid revenue loss and fuel growth
Our Solution Architecture
Our AI based Processing Flow
Mastering Documents Complexity
Scanned
- Document format variations
- Low image resolution and size
- Image noise
- Tilted image / text
- Warping of text and tables
- Lighting, shadow and reflection
- Non-uniform background
- Watermarks, stamps
- Distortion due to crumbling
- Overlapping watermarks and stamps
Table
- Tables in scanned documents
- Table variations: borderless, only horizontal lines, only vertical lines, merged cells
- Headers in two rows
- Colored headers
- Different border styles
- Multi-page tables
- Floating tables within paragraphs
- Word wrap
- Dense content
- Text direction
Handwritten
- Poor quality of source document
- Cursive handwriting
- Variability and ambiguity due to different handwriting styles
- Text direction and variations
- Different ways of ticks in checkboxes
- Variations in pre-defined boxes / spaces for writing
- Text overflow
Our Capabilities
Data Privacy and Security
Template Free Solution
Multi-lingual Solution
AI Model Retraining
Analysis of Extracted Data
On-premise high-speed processing of documents
Processing large formats variations
Processing of ~ 50 languages
Feedback to enhance key-value prediction accuracy
Faster go/no-go decision making
How?
Pilot
Deep-dive functional & tech analysis
End-end Workflow & Integration Analysis
Pain Points & Solution Definition
Ring-fenced pilot
Analyse & Define
123 Prioritisation
KPIs Definition
Budget & RoI Definition
RACI Definition
Accelerate
Solution Definition
Customise, Deploy & Test
TSG Document Parser AI
Integrate & Sign-off
Learn, Iterate & Accelerate
2-4 weeks
1-2 weeks
Iterate