AI & ML
CONSULTING, AI PRIORITIES, ALGORITHMS AND BUILDING A ROBUST AI & ML INFRASTRUCTURE.
Adhering to the protocols and norms, our AI team constructs business strategies to add value to your business.
- Discuss the AI priorities
- Favourable techniques to collect data, prepare algorithms and plan to build AI infrastructure
- Cover the core aspects of AI Strategy.
- AI experts gain an insight to pre-derive outcome using Key Performance Indicators (KPIs) and Objectives and Key Results (OKRs)
MAPPING OUT THE PITFALLS, CHALLENGES, AND OUTCOMES TO BUILD A SOLID BUSINESS CASE.
A constructive roadmap is built with pre-defined goals, with a business case explaining the in-depth plan of the project.
- Detailed approach for AI roadmap development
- Adherence to corporate standards and profitability
- Business case with focus on project stages, alternatives, opportunities, Financial Proforma etc. which are crucial aspects of implementation.
- Need analysis of AI application integration with the existing business model.
DATA MINING, DATA STRATEGIES, DATA QUALITY, DATA GOVERNANCE, AND DATA INTEGRATION
Our team of Data Experts provide data strategies along with advanced, and secured architectural space. A vast quantity of data empowers accuracy and valued performance in AI solution. Below are the measures undertaken when handling database systems in AI.
- Data Locality
- Data Durability
- Data Scalability
AI AND MACHINE LEARNING IMPLEMENTATION AND CONSULTING
Artificial Intelligence (AI) and Machine Learning (ML) implementation and consulting services from PriFab will enable you to create AI-driven software for your company quickly and cost-effectively. We have been involved in ML and AI-based projects for over 10 years. We help our clients not only by providing highly-skilled AI developers but also by advising them on which AI technologies they should choose, fine-tuning their strategy and prototyping. As a result, they can quickly verify their AI-related ideas and create bleeding-edge algorithm-driven software for their clients and employees.
We have AI and ML-related domain knowledge in a variety of industries including fintech, manufacturing, utilities, retail and more.
Our AI developers’ knowledge is certified by leading AI and ML vendors, offering AI-as-a-Service platforms (AWS, Google, IBM, Microsoft) as well as other tools.
OUR ML AND AI APPLICATION DEVELOPMENT EXPERTISE
- Machine Learning and Data Mining– we can create for you algorithms and apps that learn from existing data and reveal hidden insights without being programmed explicitly.
- Neural Networks and Deep Learning– we use these techniques to develop software such as facial and object recognition systems, home automation solutions and AI-powered chatbots.
- Natural Language Processing (NLP) and Text Mining (TM)– we can utilize NLP and TM to create solutions such as chatbots, translation applications, social media monitoring tools, document summarization and spam filtering tools.
- Self-taught analytical tools– we can build them using predictive analytics to unlock patterns in a large set of data and thus help you take better business decisions.
- Fraud detectionand other intelligent cybersecurity solutions – we can build for you a custom cybersecurity system or take over its maintenance and development in a cost-effective way.
AI AND MACHINE LEARNING TECHNOLOGIES WE EXCEL IN
- We can write machine learning algorithms from scratch with Python and R and use multiple additional frameworks (e.g. Hadoop, Microsoft CNTK, Caffe) and libraries (e.g. NumPy, SciPy, SpaCy, Keras, DeepLearning4J, Theano) as well as AI-as-a-Service platforms.
AI-AS-A-SERVICE PLATFORMS
- IBM Watson Machine Learning
- Azure Machine Learning
- Amazon Machine Learning
- Google Cloud Machine Learning
OUR MACHINE LEARNING AND AI-RELATED SERVICES
Strategy consulting and ideation
- We will lead you through ideating, strategy and planning at the start, to decide which AI and Machine Learning components you should use for solving your business problem and to help you build a prototype and set up project requirements.
Implementation and integration
- We will advise you on choosing the best Machine Learning and AI frameworks to implement your solution and integrate it into your existing business processes and legacy systems.
- We will automate building, testing and deployment of the solution to a large degree, to reduce costs and make the project as cost-effective as possible.
DevOps
- We take advantage of the DevOps approach to bridge the gap between the development of Agile software and its operation.
Support and managed services regarding the implemented solution
We use open APIs to maintain all the integration points, while at the same time supporting rapid evolution of technology on both sides of the integration in a comprehensive manner and making sure the system operates smoothly.