Manufacturers are increasingly leveraging real-time analytics and reporting to tackle business challenges and secure a competitive advantage. In this article, we will explore the significance of managed analytics services and highlight the leading service providers available to the manufacturing sector.
In recent years, the demand for managed analytics services has surged. Numerous enterprises, particularly in manufacturing, are choosing third-party and offshore service providers to implement analytics systems that yield real-time insights for optimized decision-making.
According to Global News Wire, the global manufacturing analytics market experienced a compound annual growth rate (CAGR) of 20.7% from 2022 to 2023, reaching $11.98 billion. Projections indicate it will reach $27.27 billion by 2027, with a CAGR of 22.8%.
The manufacturing sector relies heavily on analytics and actionable insights to facilitate proactive choices related to raw materials, vendors, supply chains, warehousing, marketing, shipping, and customer service. This reliance enables quicker decision-making and creates a competitive edge in the marketplace.
In this article, we will delve deeper into managed analytics services and introduce top service providers in the manufacturing landscape.
What is Data Analytics in the Manufacturing Sector?
Data analytics plays a pivotal role in the modern manufacturing landscape, often referred to as Industry 4.0. It aids businesses in streamlining production processes, ensuring quality control, managing warehousing, and overseeing distribution. Predictive maintenance, facilitated by data analytics, helps avert unexpected machinery failures and supply chain interruptions.
According to a report by Fortune Business Insights, the global smart manufacturing market is anticipated to reach $658.41 billion by 2029, marking a CAGR of 13.1%. Operational systems and machinery data can be utilized to enhance factory performance and elevate return on investment. This area of data analytics, known as manufacturing analytics, aligns machinery, personnel, and technology to yield optimal results while minimizing error risks that can lead to financial losses.
Leading Managed Analytics Service Providers in Manufacturing
A variety of prominent service providers excel in delivering manufacturing analytics. Below is a concise overview of some of the foremost providers in the global market.
Versich
Versich stands out as a premier managed analytics service provider within the manufacturing sector. Boasting a diverse clientele and a global presence, the company collaborates with both MSMEs and major enterprises to enhance operations in manufacturing, procurement, supply chains, and beyond. Versich customizes Overall Equipment Effectiveness (OEE) dashboards designed to help manufacturers minimize production delays and boost operational performance.
Versich also extends various services, including:
Data warehousing
Big data analytics
Visual analytics
Digital transformation
AI, ML, and NLP
IT staffing
Business intelligence
Power BI and Tableau implementation
Versich delivers comprehensive managed predictive modeling and procurement analytics, aiming to lower costs and optimize resources. The firm employs certified and seasoned data analysts, data scientists, AI, and ML engineers to create, deploy, and maintain data-driven models tailored to meet client specifications. Versich has garnered multiple accolades for its transparency and reliability as a service provider.
Alteryx Inc.
Alteryx offers analytical solutions tailored to a variety of industries, equipping manufacturers with the framework necessary for swift and assured decision-making across all levels. The company features a customizable low-code platform boasting drag-and-drop capabilities to facilitate access to actionable insights via data visualizations. Its specialization lies in delivering analytics insights through automated reporting mechanisms.
Alteryx provides a range of solutions that include:
Machine learning
Generative AI
Automated insights
Intelligence suite
Location Intelligence
Cloud computing
By automating several steps in the analytics process, Alteryx hastens data preparation and integration with third-party systems. The company specializes in advanced analytics and predictive modeling based on event triggers while converting analytical processes into automated applications, offering tailored solutions for manufacturers aiming to harness the power of data. Alteryx maintains partnerships in more than 90 countries and adopts a client-first approach to achieve promised outcomes.
LatentView Analytics
LatentView Analytics operates as a global pure-play data analytics organization, aiding businesses in maximizing their operational and customer data to optimize ROI. The company delivers managed services for data analytics within manufacturing, leveraging various analytical tools powered by artificial intelligence and machine learning technologies. These analytics enhance the accuracy of demand forecasting reports, supporting informed decision-making.
Some services provided by LatentView Analytics include:
Data science and AI
Business analytics
Consulting solutions
Data engineering
Businesses can utilize customer and marketing analytics to gain insights into user demands, and connect vehicle analytics to streamline transport and monitor distribution in real-time. The supply chain and manufacturing analytics available help to identify bottlenecks and address challenges effectively. LatentView Analytics also provides enterprise-wide functional analytics designed to enhance overall performance and productivity.
Oracle Corporation
Oracle is a globally recognized technology firm that delivers an array of services to help businesses harness contemporary technology for daily operations. The company specializes in software creation, database customization, and facilitating third-party integrations. Oracle empowers enterprises to rethink their manufacturing processes by transforming supply chains, implementing advanced technologies, and generating analytical reports, thus promoting smart manufacturing through the adoption of Industry 4.0 solutions.
Key services offered by Oracle include:
Connected digital innovation
Integrated business planning
Anything as a Service
Asset-based service
Supply chain command center
With cloud-based applications, Oracle supplies data science managed services and real-time analytics. This support accelerates innovation and enhances market brand value. The organization assists manufacturers in automating procedures and scaling applications according to their specific needs. In recognition of its superior data warehousing solutions, Oracle was named a Leader in the 2023 Gartner® Magic Quadrant™ for Warehouse Management Systems, serving small, medium, and large enterprises.
Tredence
Tredence operates as a data science organization dedicated to helping enterprises bridge the gap between generating insights and realizing value. It provides a range of analytics strategies and solutions to encourage clients to overcome limitations and navigate challenges. Tredence utilizes its comprehensive ecosystem to help businesses reach their goals by effectively leveraging data and analytics. The company adopts a vertical-first methodology, crafting AI and ML models aimed at expediting solutions.
Tredence offers several services, including:
Supply chain management
AI consulting
Customer experience management
Data engineering
Customer analytics
Data migration
Generative AI
MLOps
By transitioning from conventional to intelligent manufacturing processes, Tredence utilizes artificial intelligence applications to extract actionable insights. The firm accelerates value generation and fosters high-speed performance by delivering reliable and precise manufacturing analytics, thereby helping enterprises establish efficient systems for informed decision-making.
Sisense
Sisense prioritizes innovation and propels growth by equipping clients with AI and ML capabilities. The global analytics company serves startups, SMBs, and large enterprises alike, streamlining the analytics lifecycle within organizations and aiding in the integration of intelligent analytics. The firm empowers businesses to turn data into revenue through robust analytics delivered on no-code platforms and interactive dashboards.
Some services offered by Sisense include:
Data modeling
Data visualization
Actionable intelligence
Infusion apps
Data and cybersecurity
Cloud solutions
By connecting data and operations via Internet of Things (IoT) devices, Sisense tailors manufacturing analytics to client needs. The company delivers comprehensive solutions that encompass everything from optimizing sales to coordinating operations while effectively integrating supply chains with logistics to shorten production and distribution cycles. Sisense also offers white-label embedded analytics to facilitate business intelligence reporting for decision-making.
What are Managed Analytics Services?
The global managed services market is projected to reach $380.83 billion by 2028, starting from an estimate of $260.39 billion in 2023, according to Mordor Intelligence. The report indicates that small and medium-sized businesses are indeed a major driving force positively influencing market growth. The successful implementation of managed services can lead to reductions in IT costs by up to 45% and enhancements in operational efficiency by approximately 65%.
In essence, managed analytics services oversee the end-to-end process of data collection, storage, cleaning, processing, analysis, and reporting. The resulting insights and reports empower manufacturers to make informed decisions grounded in real-time, factual data. The service provider executes the analytics tasks on behalf of the manufacturer, delivering final reports tailored for decision-makers. Managed analytics services offer a range of benefits, including:
Automation of recurring tasks
Increased productivity
Reduced operational and security risks
Closure of talent gaps within the enterprise
Access to cutting-edge technology
Resource optimization and cost reduction
Enhanced cost efficiency and return on investment
Time savings that shorten the production cycle
Custom solutions tailored to specific business needs
What is an Analytics Service Provider?
Analytics as a service empowers enterprises to act on precise insights instead of relying on guesswork. Still, establishing an in-house analytics team can be costly, particularly if a manufacturer must recruit new personnel and build the team from the ground up.
By partnering with an analytics service provider, businesses can effectively bridge this gap and begin deriving insights swiftly. The external team possesses the expertise and technology needed to develop a data-driven model and provide decision-makers with real-time visualization reports.
Managed analytics services resemble outsourcing and staffing solutions in that an external team assists manufacturers in refining and enhancing internal processes, ultimately enabling the achievement of business objectives and sustaining a competitive presence in the market.
Conclusion
Smart manufacturing has become essential for businesses aiming to thrive in today’s competitive landscape. Identifying the right Managed Service Provider (MSP) is crucial for adopting data-driven decision-making practices and utilizing predictive analytics to enhance operational efficiency.
Be sure to consider the various service providers available and select the one that aligns with your organization's values and mission. Strong partnerships in managed analytics services deliver superior outcomes, especially when the partner possesses a thorough understanding of the business and the industry.
