Docusense
Generative AI-powered IDP platform developed by RecoSense Labs and distributed by Strata Analytics, specializing in complex document processing through AWS-native architecture.
Overview
Docusense is developed by RecoSense Labs and distributed through AWS Marketplace by Strata Analytics. The platform differentiates itself by handling complex document types including technical drawings, handwritten text, and multilingual content that challenge standard OCR solutions. The AWS-native architecture integrates Amazon SageMaker for ML models, Amazon Textract for OCR, AWS Lambda and Kinesis for processing, with Generative AI capabilities for unstructured document transformation.
The dual-vendor strategy positions RecoSense Labs as the technology developer while Strata Analytics handles AWS marketplace distribution and enterprise deployment. This approach targets organizations already committed to AWS ecosystems, offering both real-time processing via Lambda and batch operations through S3 and Kinesis integration.
Key Features
- Complex Document Processing: Handles technical drawings, handwritten text, multilingual content, and complex tables beyond standard OCR capabilities
- AWS-Native Architecture: Integrates SageMaker, Textract, Lambda, Kinesis, Athena, and CloudWatch for enterprise-grade deployment
- Multi-Technology AI Stack: Combines OCR, NLP, computer vision, and machine learning with Generative AI integration
- Pre-Processing Engine: Includes binarization, noise reduction, Google Vision integration, and neural networks for document classification
- Human-in-the-Loop Validation: ML-based logic recognition with human oversight for accuracy in regulated industries
Use Cases
Manufacturing and Technical Documentation
Organizations process technical drawings, engineering specifications, and complex manufacturing documents that require specialized recognition capabilities beyond standard text extraction.
Regulated Industry Compliance
Financial services, pharmaceutical, and mortgage sectors leverage the platform's validation capabilities for compliance documentation workflows requiring human oversight and audit trails.
Multi-Language Enterprise Processing
Global enterprises handle multilingual documents and handwritten content across diverse business operations, utilizing the platform's specialized recognition technologies.
Technical Specifications
| Feature | Specification |
|---|---|
| Developer | RecoSense Labs |
| AWS Distributor | Strata Analytics |
| Core Technologies | OCR, NLP, computer vision, ML, Generative AI |
| AWS Services | SageMaker, Textract, Lambda, Kinesis, Athena, CloudWatch |
| Document Types | Technical drawings, handwritten text, multilingual, complex tables |
| Processing Modes | Real-time (Lambda), batch (S3, Kinesis) |
| Pre-Processing | Binarization, noise reduction, Google Vision, neural networks |
| Target Industries | Manufacturing, procurement, financial services, pharmaceutical, mortgage |
| Deployment | AWS Marketplace |
| Pricing | Custom quotes |
Resources
Company Information
Provider: Strata Analytics
Location: Italy
Deployment: AWS cloud infrastructure