On a Mission to Create a Sustainable Future
At PRAGMAINTERNATIONAL, we focus on value oriented IoT solutions that utilize multiple levels of data pipelines: from edge computing to cloud processing and data science.
Driving Innovation in the IoT Across Industries
The Internet of Things facilitates the implementation of your concept of IoT adoption and establishes a secure technology infrastructure for advanced data processing. Seeing the value of IoT, we utilize it in a number of significant ways. We Give You a Completely Integrated IoT Solution From Planning to Launch
Advising companies on the most effective way to adopt the Internet of Things.
- Discussing the context of your business and the problems you want to address with IoT implementation.
- Defining what information must be collected in order to achieve the project’s objectives.
- Consulting on computer hardware.
- Planning a data center that has the proper infrastructure for data processing and mining.
- Implementing a data pipeline.
- Functionally defining each component of the solution: smart things, data warehousing and analytics, and user-facing applications.
The IoT Ecosystem’s Setup
Data collection
Analysis & Presentation
We design and implement multiple layers of the IoT:
- The Generation Layer: configuring and connecting IoT devices to the network.
- Distributed Computing: creating a network of computers that process data locally, this allows for quick, local decisions.
- The setup of a data center for IoT data is modeled, using machine learning and data science, to identify patterns and trends that are necessary for the solution of required problems.
- End-user App Development: creating different types of apps (web, mobile, VR/AR, smart screens, voice assistants) that serve visualized information.
- The development of apps that control devices via the internet and mobile devices. These apps allow users to remotely control devices.
The Management of IoT Applications in an Environmentally Responsible Manner
- Support and troubleshooting: quick identification of data quality, application availability and usage issues.
- Cloud management: monitoring and optimization of the consumption of cloud resources.
- Information security management and regulatory compliance: network, server, database, and application vulnerability assessment; infrastructure compliance review; DDoS and APT prevention.
- The evolution of your IoT solution: updates and expansions to meet your changing business requirements.
Image Analysis Software
IA is the process of identifying attributes in images via digital imaging techniques that are intended to make the process more accurate and cost-effective. For more than a decade, PRAGMA INTERNATIONAL has assisted both product companies and non-IT organizations in gaining an advantage by developing IA software.
Image Analysis Software Consulting and Development
IA solution design
Discussing the proper approach to solving business problems with IA technology. Translating high-level business requirements into software features, obtaining the requirements for image quality and recognition accuracy.
Business case creation
Discussing alternative approaches to IA, providing calculations of return on investment and cost of ownership.
Software Architectural re-design
Developing the architecture while taking into account all of the various aspects that may affect the performance of the image analysis system, enhancement and optimization of the existing IA software architecture.
Evaluation and selection of implementation strategies
Integration of third-party computer vision software into the system. This can be done through API integration or customization.
- Creating a new machine learning-based technology from scratch.
- Utilizing cloud-based services.
IA Implementation Planning
PoC and Prototyping
IA Software Development and Integration
Quality Assurance
IA Software Maintenance and Support
IMAGE ANALYSIS CORE TASKS
Detect
Identify regions of interest, separate objects from the background, etc.
Recognize
Label or categorize objects in digital images based on one of several object classes: people, vehicles, electronic components, etc.
Identify
Recognize the individual characteristics of an object and classify it with greater accuracy: identify specific people, vehicles, animals, or devices.