Enterprise Ready ML Components
AI in a Box® comes with various existing Machine Learning Components – ready to use. Each component can be used independently or combined in a Service for AI Automation.
Image Quality Assessment
Used to ensure that every document meets high-quality standards, paving the way for better document processing and presentation.
Example Use Case: Providing real-time feedback to clients when they upload scanned/photographed documents in a UI.
OCR Extraction
With OCR Extraction, access the wealth of information within your documents. It’s all about enhancing accessibility and enabling deeper analysis.
Example Use Case: Extracting the content of a document provided by a client.
Document Tagging
Document Tagging allows for smart categorization and labelling, leveraging content and metadata for quick retrieval.
Example Use Case: Label a document correctly when uploading it into a knowledge base.
Data Extraction
Our Data Extraction component excels in pulling specific fields from texts, providing structured data that informs better decision-making.
Example Use Case: Extract a distinct ID from a document to map it to client data.
Summarization
Dive into the essence of your texts with Text Summarization, which distils lengthy documents into concise, informative summaries.
Example Use Case: Summarise long articles to gain a quick overview.
Question Answering
Our Question Answering component enhances understanding by accurately fetching answers within your texts, making information retrieval a breeze.
Example Use Case: Enable employees to extract knowledge from long documents with a question-answer UI.
Data Classification
Simplify the way you sort images or texts by assigning them to distinct classes (pre-defined or zero-shot).
Example Use Case: Classify documents provided by your clients and triage them into the suitable workflow.
Image Recognition
Extract pre-defined attributes defined by you out of images to tag images and create descriptions
Example Use Case: Create a description for an image and add additional tags for an online shop.
Learn more about how you can combine our Machine Learning Components into tailored services to elevate your efficiency.
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