Digital, AI and Machine Learning Solutions for Today’s Businesses

Artificial intelligence (AI) and machine learning are powerful technologies that help organizations automate complex processes, simplify decision-making, and make highly accurate and actionable predictions about their products, customers, marketing efforts and more. The combination of AI, machine learning, natural language processing (NLP), intelligent robotics – and other applications – offers incredible opportunity for today’s forward-focused companies.

Shree Partners’ machine learning tools help clients implement AI-driven products and solutions to run more efficient and profitable operations, as well as go to market quicker. Our professional team of experts – data scientists, account managers, technologists and engineers – design, deploy and integrate solutions that are customized for your business; we utilize software engineering, machine learning and business intelligence to build stand-alone applications or integrate within your existing business environment.

Quality Data – the Essential Ingredient

For AI and machine learning decision-making to deliver the greatest value to your business, trusted data is the critical cornerstone. Put simply, “everything begins and ends with quality data.” That’s why at Shree Partners, we start from the ground up with our proven “data pyramid model” to assess your foundational data acquisition and storage requirements. Depending on your level of need, we then move up the pyramid to recommend advanced data management and consulting services that harness data to solve key business challenges. Our solutions run the gamut from simple ideation to developing complete machine learning models; solutions can include data mining and analysis, machine learning, coding, algorithms, statistics – and much more – to help you achieve your business goals. Additional consulting services include price prediction, time series modeling and client segmentation to help you better understand, identify, and address your target customers’ needs.

Working Together to Solve Business Challenges

The Shree Partners team works closely with your organization to design and implement tailored solutions that fit your specific requirements.

• Data Science – If you already have a data science team in place, we serve as an addional asset, bringing expertise in specialized AI areas such as computer vision, natural language processing and predictive analytics.

• Data Engineering – You may have an engineering team in place, yet machine learning may not be part of their expertise scope. Shree professionals work side-by-side with your team to provide API or machine learning recommendations and systems that best address your needs and requirements.

• Proof of Concept – Key client stakeholders are typically non-technical and focus on “high level” organizational issues. Our account team starts by developing a “proof of concept” for a particular business unit; then we work closely with your internal constituents to identify shared goals, priorities, action steps and solutions that deliver the best solution for each use case.

• Consulting services to help identify data source and intake

• Consulting services to help understand data and define the right metrics

• Enterprise data management to create, integrate, disseminate, and manage data

• Data integration, reporting and visualization to assimilate data from a heterogenous source for a unified view

• BI developers for major vendors and technologies

• Data science support from ideation to production of machine learning models

Shree Solution

Cognitive Analytics

Predictive Analytics

Business Intelligence

Data-driven Environment

Data Integration and Consolidation

Data Collection

Customer Insights and Behaviors

Predictions Based on Trends

Analysts Review Benchmarks and Trends

Trusted Data and KPI-driven Business

Storing and Modeling

Initial Data Acquisition and Archiving

Shree Partners Solution Portfolio

• Consulting services to help identify data source and intake • Consulting services to help understand data and define the right metrics• Enterprise data management to create, integrate, disseminate, and manage data• Data integration, reporting and visualization to assimilate data from a heterogenous

source for a unified view• BI developers for major vendors and technologies• Data science support from ideation to production of machine learning models

Development, Machine Learning and Deep Learning Models

Domain-specific Natural Language Processing (NLP) Engines

Intelligent Robotic Process Automation (RPA)

Intelligent RPA transforms standard workflows into advanced processes by combining rules engines with machine learning and deep learning. Intelligent RPA can even reprogram itself to automate your routine processes! Advanced features include the ability to read a document and extract key information, run a predictive model, and generate text. When combined with AI, RPA can help your organization enhance your overall process automation.

Shree Partners Digital, AI and Machine Learning Solutions

Artificial intelligence and machine learning tools can be used to improve business performance in areas such as predictive maintenance (i.e. detecting anomalies in factory assembly lines) and optimizing delivery routes. In customer call centers, AI utilizes speech recognition to manage incoming call flows. And in sales organizations, AI and machine learning help companies predict the products their customers will buy by combining demographics, past purchasing data, and social media monitoring.

At Shree Partners, we leverage the power of technology – custom-built models and open source frameworks – to deliver solutions that are tailored to your business needs. Our experts identify and recommend the right blend of AI and machine learning solutions to help you optimize your strategic planning, investment, marketing, policy and supply chain decisions. The end result? Better decision-making leads to greater productivity and profitability across your organization.

Natural language processing enables machines to understand and leverage natural language in applications to help you run your business more efficiently. For example, NLP can help you assess credit worthiness, understand the emotional tone of consumer social media posts, follow trending opinions, recruit and staff better, influence timely financial market decisions, manage high-volume call center traffic – and so much more.

The impact of NLP is vast and immense for today’s businesses: It can power applications, automate customer support, analyze feedback, translate languages, facilitate questions and answers, power chatbots, summarize documents – and enhance the end-user experience. Shree Partners consultants are experts in sentiment-aware bots and technologies that do all of this, which ultimately enables you to make business-critical decisions that favorably impact your customers and your bottom line.

Topic Modeling

Relationship Extraction

Named Entity Resolution

Sentiment Analysis

Text ClusteringInformation

Extraction

Text Categorization

NLP Capabilities

Internet of Things (IoT) Solutions

IoT solutions include machine-to-machine communication and tracking devices that quickly and reliably monitor moving assets. As “beacon monitors” communicate with each other, they deliver real-time, online information about an asset’s location, performance and condition. Shree’s beacon application solution provides users with detailed information, in real time, about products and places like airports, hotels, retail stores, museums, hospitals, historical sites – and more. This information helps the user learn more about the place or product, and provides additional insights that help your company facilitate customer purchases and promote better customer experiences.

• Better decision-making – Scenario analysis and simulations powered by AI and machine learning models provide quantifiable insights; you can then leverage these insights to improve decisions that impact your company and customers.

• Improve operational efficiency across your organization by integrating machine learning models and AI systems within your business applications and processes.

• Boost conversions and speed the sales cycle by gaining deeper insights about customer / prospect preferences, attitudes and behaviors.

• Personalize campaigns / products / solutions to meet specific needs of target segments, and increase customer engagement and satisfaction.

• Protect your organization from fraud and major disruptions.

Key Benefits

Tools and Technologies We Use

ClusteringDeep LearningDriver AnalysisEconometrics Machine Learning Predictive AnalyticsPrincipal Component AnalysisStatistical AnalysisTime Series Modeling

Key Technologies Design and Training Models

Best Practices and Methodologies

AWS stackDialogueflowDockersH2OIBM WatsonLuisPythonRSageMaker

Caffe HadoopH2OKeras K-learn MLlib PythonSparkTensorflow

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About Shree Partners

Shree Partners is a digital transformation and technology solutions company that helps customers increase profitability by designing, developing, implementing and maintaining innovative business solutions that drive revenue and reduce cost.

Visit www.shreepartners.com to learn moreConnect with us at: connect@shreepartners.com or call +1 (678) 528-1807

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