Multi-format ingestion

Really Intelligent Document Processing

Multi-format ingestion

CMR+ can process a wide range of data types within a single platform. We support diverse datatypes, filetypes, languages, and industries, making CMR+ highly versatile and capable of handling various use cases.

When it comes to datatypes, CMR+ supports a comprehensive set of data inputs. This includes traditional text-based inputs, such as checkboxes and barcodes, which can be seamlessly processed and extracted by CMR+. By accommodating these diverse datatypes, we ensure that you can capture and utilize data from a variety of sources, enhancing the flexibility and applicability of CMR+.

In terms of filetypes, CMR+ boasts extensive compatibility. Whether you’re dealing with common file formats such as PDF, Microsoft Office documents (Word, Excel, PowerPoint), or image files (JPEG, PNG), CMR+ can efficiently process and extract data from these files. Additionally, CMR+ supports more specialized file formats, including scanned documents (in image or PDF format), allowing for comprehensive coverage across various document types.

Language diversity is another area where CMR+ excels. We support a wide range of languages that use the Latin script, including but not limited to English, Spanish, French, German, etc and are building Japanese capabilities. This multilingual capability enables you to process documents in different languages without the need for separate solutions or language-specific configurations. CMR+ utilizes advanced natural language processing techniques to ensure accurate extraction and understanding of textual data across diverse languages.

Moreover, CMR+ is designed to cater to multiple industries and use cases. Whether you’re in finance, healthcare, legal, insurance, or any other industry, CMR+ is flexible and adaptable to meet your specific needs. The platform can handle industry-specific document formats, extract relevant data fields, and integrate with industry-specific systems or workflows. This versatility allows us to serve a wide range of use cases, from invoice processing and contract management to banking risk analysis and policy management automation.

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The CMR Process

Input Sources & Document Types

• Auto Ingestion
• Image
• Jpeg, TIFF, PDF
• MS Word
• RPA
• DMS

Document Optimisation & Indexing

• Noise Reduction
• Orientation/Skew Correction
• Background suppression
• Classification & Indexing

Data Extraction

• Structured
• Un-structured
• Natural Language
• Handwritten

Data Enrichment

• Business Rules
• Look ups
• API

Human in the Loop

• Verification
• Training

Machine Learning

Reports & Analytics

Workflow Management

Queue, exception & approval management

Data Transport & Mobilisation

RPA, APIs & Micro-services

Client Systems

Training as a part of the workflow

CMR+ integrates training as a part of the workflow, allowing the ML models to learn and improve as it processes more and more documents. By incorporating feedback, corrections, and iterative learning, the models continually refine their algorithms and enhance their accuracy. This capability ensures that CMR+ provides increasingly accurate and efficient document processing results over time, aligning closely with your organization’s specific needs and evolving document patterns.

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