Artificial Intelligence (AI) Solutions, Predictive Modeling and Data Science Services

AI Solutions and Predictive Analytics to Address Your Business Issues

Every enterprise has a crucial need for dependable, accurate data to support decisions and planning processes. Whether data analysis requirements are ongoing or specialized to support a focused initiative, the challenges of data management, advanced data analytics and data science efforts can be daunting.

In most organizations, data is spread across the enterprise with the additional impact of external publicly accessible data, government and third-party data, e.g., macro-economic data, and market intelligence. This data may also be dispersed among suppliers and stakeholders and in multiple divisions, branches and associated companies. By employing expert predictive and data science services, the enterprise can gather, produce and analyze information from disparate data sources with the support of a team that is skilled in R programming, Spark, MLib, Java, ETL, Data warehousing and more!

Every business faces the challenge of managing and using data to support competitive efforts, market shifts and long and short-term planning activities, and remaining relevant in its market of choice with technologies and solutions that serve its clients, partners, suppliers and its team.  To meet objectives, plan strategies and analyze information, the average enterprise must juggle best-of-breed, legacy systems, and many other data repositories that sometimes seem to hide data from even the most gifted analysts and IT staff members.

The Importance of AI, Predictive Analytics and Data Science Initiatives

  • Address rapidly changing business environments
  • Create new solutions and services quickly and efficiently using cutting edge technologies including AI
  • Provide smarter, more targeted competitive approach
  • Ensure smarter use of technologies within the business ecosystem
  • Assure availability and appropriate access of data including big data
  • Understand customers, employees, supplier behavior and market trends
  • Analyze macro-economic and competitive intelligence and make clear, accurate decisions
  • Optimize internal operations, R&D, product and supply chain to remain agile and competitive
  • Support career advancement and skills for Citizen Data Scientists
  • Help organizations transform to Citizen Data Scientist Culture

The Power of Predictive Analysis Translates Into Business Results

  • Customer Churn: Analyze the risk of customer loss based on purchase patterns, demographics, geography etc
  • Customer Acquisition: Explore if and how particular customers can be converted from prospect to customer.
  • Cross-Sales Opportunities: Identify the next high potential product, promotion or offer for sales conversion.
  • Ideal Locations: Recommend the best location for a warehouse, store or branch based on multiple parameters.
  • Loyalty Programs: Use churn analysis, acquisition potential, cross sales and other algorithms to design loyal programs
  • Pricing: Create prediction engine to recommend and optimize pricing for each product, item and SKU.
  • Use Cases: Click here to read about more use cases

AI, Predictive and Data Science Services Summary

  • Requirements And Project Planning
  • Liaise With Business Users To Understand And Define Use Cases(S)
  • Design and Iterate Predictive and Forecasting Models
  • Design and Develop AI Solutions Using GPT, OpenAI, LLM, BART and other AI frameworks and models
  • Data Model and Pipeline Design Using ETL, Data Warehousing And Other Related Technologies
  • Programming Using R Programming, Spark, Mlib And Other Related Technologies
  • Integration Of AI and Predictive Models Outcome And Applications With Other Applications
  • Understand Source Of Data
  • Assisted Predictive Modeling For Business Users
  • Visualization And Reporting For The Predictive and AI Models
  • Optimize And Refine Predictive Models At Regular Intervals To Improve Accuracy
  • Testing For Compatibility, Quality, Scalability And Performance
  • White Label Partnerships For Consulting Partners And Software Companies

Expert AI, Predictive and Data Science Consulting and Services

We provide expert services with an understanding of the importance of design and execution of business cases, enterprise data sources, data preparation, model design and fine-tuning. We are expert in artificial intelligence (AI), predictive analytics, and smart visualization services, all provided by our team of ETL, DWH, domain experts, Data Scientists and Programmers.

Our domain expertise and professional AI, Predictive and Data Science Services can be combined with ETL and DWH Services and other application development services to achieve enterprise goals, no matter how complex or detailed.

Artificial Intelligence (AI) Use Cases

Elegant MicroWeb is focused on delivering domain and market expertise in Artificial Intelligence (AI) custom solutions including:

  • Unstructured Data: Use artificial intelligence and GPT to summarize PDFs, HTML and other unstructured documents and data. This approach allows you to provide summarization of data and information for queries and searches.
  • Structured Data: Using GPT and AI to summarize structured data sets allows a business to handle ad hoc queries and summarize results.
  • Structured and Unstructured Data: Create training datasets to handle both structured and unstructured data for summarization and query handling.
  • Translate Natural Language Queries: Users can perform natural queries and these queries are automatically translated to SQL or any other programming language script with no advance configuration required, going beyond Natural Language Processing (NLP) to achieve intuitive, worry-free searching.
  • Third party AI services: Many third party services with highly complex AI models and huge training data are available, and these can be leveraged based on the use case. For example, face detection services, or food recognition services.

Predictive Analytics and Data Science Business Use Cases

Our low-code, no-code Smarten solution has a rich feature set of predictive analytics for easy leverage by business users and Citizen Data Scientists. There are many tasks, activities and analytical requirements the Smarten predictive analytics solution can serve, including:

  • Customer Churn: Analyze the risk of customer loss based on purchase patterns, demographics, geography etc
  • Customer Acquisition: Explore if and how particular customers can be converted from prospect to customer.
  • Cross-Sales Opportunities: Identify the next high potential product, promotion or offer for sales conversion.
  • Ideal Locations: Recommend the best location for a warehouse, store or branch based on multiple parameters.
  • Loyalty Programs: Use churn analysis, acquisition potential, cross sales and other algorithms to design loyal programs
  • Pricing: Create prediction engine to recommend and optimize pricing for each product, item and SKU.
  • Use Cases: Click here to read about more use cases

Our services are based on years of experience in new technologies, business analytics and complemented by that the Smarten Augmented Analytics suite of products  feature the Smarten Approach to Data Analytics, supported by Assisted Predictive ModelingSmart Data Visualization, Self-Serve Data Preparation, Smarten Embedded BI with Integration APIs and other sophisticated, yet easy-to-use features that support Citizen Data Scientists. Our services and products are designed for business users, Data Scientists and other data analysis professionals to help your organization to achieve enterprise clarity, transform business users into Citizen Data Scientists, and provide easy-to-use data for senior executives, IT staff and business users across the organization.

Our experience in advanced analytics and data science services is reflected in our case studies and is a clear reflection of our excellence and expertise serving organizations like yours around the world.

Our Smarten Augmented Analytics solution suite elevates analytics and enterprise reporting to the next level so you can achieve market prominence, accurately plan and spot trends and patterns.

The Smarten Cloud (Software-as-a-Service)  solution provides easy access and support designed specifically for Citizen Data Scientists.

Imagine the power and clarity of this dynamic, mobile Advanced Analytics solution combined with a scalable, high-performance ETL and DWH environment!

Our list of enterprise software services continues to evolve as we embrace and leverage new, exciting technologies and respond to the changing needs of our clients around the world. For a detailed list of selected service offerings visit our Representative Services page. For a list of our technical skills and experience, visit the Enterprise Technologies page.

Our Low-Code, No-Code Augmented Analytics Platform

Traditional BI and Modern Analytics in one platform

Our clients include small, medium and large enterprises. We are an ISO 9001:2015 certified, software products and services company, and we bring decades of experience to bear on every project to understand requirements, make recommendations and create the perfect solution and environment to help you succeed. We offer white label partnerships for IT providers and agencies with non-disclosure protection, seamless support, and targeted skills and knowledge to enrich their product and service offerings.

Don’t Wait

Contact Us to discuss your ongoing or targeted needs for predictive and data science services. We can help you to build assisted predictive modeling or custom predictive models to create and sustain a competitive edge in your markets!