Artificial intelligence
ARTIFICIAL INTELLIGENCE
AI SERVICES INTEGRATED INTO APPLICATIONS AND SYSTEMS IN SOLVING BUSINESS PROBLEMS
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Oracle Cloud Infrastructure (OCI) Vision is an Artificial Intelligence service to perform image analysis based on deep learning at scale.
For use cases specific to each sector of your company, we can train custom image models with your own data. These templates can be used to detect visual anomalies in manufacturing, extract text from documents to automate business workflows, and tag items in images to count products or shipments, perform automatic meter readings, and many other use cases.
OCI Vision has 3 functionalities:
Object Detection
By creating custom models, we can detect objects in images.
With this resource, it is possible to identify the use of PPE (Personal Protective Equipment) to improve safety in the company's work.
We can also automate the counting of common items such as packages and vehicles.
Image Classification
We can create custom templates to classify images into thousands of categories, to simplify common digital asset management scenarios, or identify items that need attention, such as overgrowth near a power line.
Robust Document Analysis
Creating templates for automatically extracting word- and line-level text from documents to support real-world document quality issues often encountered in expense processing and customer onboarding scenarios.
Automatic identification and extraction of table structure from documents, including row and column location of each cell, in your table. For specific documents such as receipts, OCI Vision can identify key value pairs such as merchant name, amount, date and time.
Identifying and classifying documents into common categories such as invoice, receipt, and resume.
The Oracle Cloud Infrastructure (OCI) Language is an AI service for performing sophisticated text analytics at scale. We can create custom models for sentiment analysis, keyphrase extraction, text classification, entity recognition and much more in your applications and systems.
The OCI Language maintains customer privacy with language models that do not store data for training, debugging, or other purposes.
Detection of languages, names, places, quantities and more
OCI Language identifies the language of your text in over 75 languages. It is also possible to automatically recognize entities such as: names of people, places, products and organizations.
Document categorization and key phrase identification
Identification and classification of textual content into categories. Using state-of-the-art natural language processing, we can identify the most important key phrases in your documents.
Sentiment analysis from subjective information
Mood or tone analysis of text with APIs that help extract sentiment from individual aspects of text. The OCI Language rates the results as positive, negative, and neutral feelings with a confidence score.
OCI Speech is an Artificial Intelligence service that uses ASR (Automatic Speech Recognition) technology, a deep learning process, to transform audio content into running text. The service can help your business filter out inappropriate content, obtain reliability scores for complete words or sentences, and much more.
OCI Speech protects users' privacy. ASR models transcribe their content, but no data is stored for training, debugging, or other purposes.
OCI Speech's ASR models have native multilingual support for English, Spanish and Portuguese.
Other AI services such as the OCI Language can work together to analyze textual data, converted from audio dialogs.
In addition to running the risk of losing our receipts, including expenses for reimbursement is a tedious, labor-intensive and error-prone task. The good news is that it can be automated and digitized using Artificial Intelligence.
And how can we do this?
People will interact with a Digital Assistant by voice or text on their cell phone to include expenses when they occur. From the photo of the receipt, the Digital Assistant integrates with the AI service for image analysis to identify the type of expense (meal, transport, etc.) and search the document for key values such as: date and value. After the confirmation of the collaborator, the Digital Assistant integrates with the reimbursement system, to include the expenses and attaching the photos of the vouchers for approval. In this video, you will see how a Digital Assistant can do the expense report for you, through the Artificial Intelligence of the Oracle Digital Assistant and OCI Vision platforms.
Field Service Management helps companies manage all resources entering operations and outsourcing processes.
When performing the service, it is common for external technicians to attach photos of the progress, completion and impossibilities of performing the service.
Through custom Artificial Intelligence models, we can analyze all these images for automation and digitization of these activities, bringing several benefits such as:
Elimination of manual errors by reading equipment;
Increase in the reliability of the execution of the service;
Quality control;
Management improvement;
Increased security;
Cost reduction through more productive service execution