Intelligent Document Parsing
Extracting line items and specific entities from millions of varied invoice and receipt formats with high reliability.
Bespoke entity tagging and relationship mapping for training robust LLM and OCR-hybrid models.
Introducing advanced AI data pipelines for FinTech
Accelerate Financial Intelligence with Precision Data
Automated document processing, receipt analysis, and anti-fraud verification. We provide the ground truth needed for secure, high-speed FinTech AI.
Trusted by leading brands
.webp){kind=logo}
Financial data is trapped in unstructured formats.
Legacy OCR often fails on complex tabular data, handwritten notes, and varied global document formats, leading to slow processing times and manual errors.
Engai provides the high-precision extraction and classification labels needed to automate mortgage processing, expense management, and digital onboarding.
Comprehensive AI Capabilities
FinTech Core Solutions
High-precision computer vision datasets tailored for edge devices, robotic harvesters, and autonomous field operations.
Solution 01 of 02
Intelligent Document Parsing
The Operational Challenge
Extracting line items and specific entities from millions of varied invoice and receipt formats with high reliability.
Engai Precision Solution
Bespoke entity tagging and relationship mapping for training robust LLM and OCR-hybrid models.
Showing 1 of 2
AI Model Active · Ground Truth
Precision Tagging
DATASET: DOC-EXTRACTCONF: 99.4%
Entity Extraction
Identifying and structuring names, dates, amounts, and tax codes from any document.
Fraud Detection
Annotating anomalous transaction patterns and tampered document indicators.
Handwriting OCR
Training models to read and structure handwritten notes on financial forms.
Secure Financial Data Services
Scale your FinTech R&D with datasets processed in SOC-2 compliant, highly secure environments.
Entity Relationship Mapping
KYC Anti-Spoofing Data
Tabular Data Extraction
PII Redaction Services
Rigorous Security
All financial data is handled within isolated, SOC-2 Type II secure environments.
Domain Experts
Our teams are trained in global financial document logic and accounting standards.
API-Integrated QC
Seamlessly integrate our data verification layer directly into your automated approval workflows.
Case Study
The Challenge
"Reducing loan application processing time for a digital-first bank."
The Solution
Implemented a custom 30-field extraction pipeline for complex mortgage documents with 99.9% ground truth.
Results delivered
Average processing time reduced from 48 hours to 10 minutes, with a 95% straight-through processing rate.
CapitalFlow Bank
Head of Digital Operations
99.9%
Accuracy
Guaranteed ground-truth precision for high-stakes financial data.
95%
STP Rate
Straight-through-processing achieved by our clients using high-quality training data.
10M+
Throughput
Financial documents processed and verified monthly across our FinTech vertical.
Deploy Anywhere
On-Premises
Secure local processing for sensitive datasets.
Cloud
Highly scalable infrastructure powered by AWS/GCP.
Edge
Real-time inference optimized for on-device hardware.
Ready to accelerate your FinTech AI?
Connect with our vertical specialists to design a custom data pipeline tailored to your unique operational requirements.
SOC-2 Type II Certified
Enterprise-grade security standards.
Petabyte Scale Capabilities
Handling massive dataset volumes.
Rapid Onboarding
Teams deployed in as little as 48 hours.