Data Integration Software in Manufacturing
The manufacturing vertical encompasses some of the most mission-critical and data-intensive production processes, which deploy heavy-duty data analytics and data management systems. The vertical handles data from multiple sources, such as in-factory data, along with analog data, images, raw sensor data, and information churned out from applications inside the factory and other sources, including Enterprise Resource Planning (ERP) systems, manufacturing execution systems, time and attendance logs, supplier information, and various process automation and control systems. Data integration tools can come handy in transforming manufacturing through integrating their solutions with mission-critical applications, such as ERP, Supply Chain Management (SCM), data warehouse applications, and other applications such as Customer Relationship Management (CRM).
Data integration tools for the manufacturing vertical can be used to accelerate the integration of IT, manufacturing, and operational systems. With this, the manufacturers can better forecast product demand and production, understand plant performance across multiple metrics and provide service and support to customers faster. The integration of data across different data sets, systems, and database will be instrumental in gaining greater visibility into supplier quality levels and enabling near accurate prediction of supplier performance over time.
COMPETITIVE LEADERSHIP MAPPING TERMINOLOGY
17 companies offering Data Integration Software in Manufacturing were analyzed, shortlisted and categorized on a quadrant under Visionary Leaders, Innovators, Dynamic Differentiators, and Emerging Companies.
Informatica, Talend, and SAP have been identified as visionary leaders as they have established product portfolios and a robust market presence and business strategy.
Stone Bond, Syncsort, Attunity, Actian, Information Builders, Elasticio and Denodo have been identified as innovators as these vendors have a very focused product portfolio. However, they do not have very strong growth strategies for their overall business.
Acxiom, Cloveretl, HVR Software and Bedrock Data have been identified as emerging companies. They do not have very strong business strategies as compared to other established vendors. They might be new entrants and require some more time before gaining significant traction in the market. Boomi, Pentaho and Cisco Systems have been recognized as dynamic differentiators.
Vendor evaluations are based on two broad categories: product offering and business strategy. Each category carries various criteria, based on which vendors have been evaluated. The evaluation criteria considered under product offerings include breadth of offering, delivery, features/functionality, product quality and reliability, and product differentiation. The evaluation criteria considered under business strategy include geographic footprint (on the basis of geographic presence), channel strategy and fit, vision alignment, and effectiveness of growth (on the basis of innovations, partnerships, collaborations, and acquisitions).
Visionary Leaders generally receive high scores for most evaluation criteria. They provide mature and reputable data integration services. They also have strong business strategies. Informatica, Talend, and SAP are the leading players in the data integration software market and are recognized as leaders. These vendors are making their presence felt by offering services that are required by most organizations.
Innovators demonstrate substantial product innovation as compared to their competitors. They have a very focused portfolio of data integration software solutions and the potential to build strong business strategies for their business growth to be at par with the leaders. However, they do not have very strong growth strategies for their overall business. Stone Bond, Syncsort, Attunity, Actian, Information Builders, Elasticio and Denodo are recognized as innovators. Innovators have been at the forefront in deploying their services based on the clients’ custom software requirements for the niche market.
Dynamic Differentiators are established vendors with very strong business strategies. However, they are low in the product portfolio. They generally focus on a specific type of technology related to the product. Boomi, Pentaho and Cisco Systems are recognized as dynamic differentiators.
EMERGING COMPANIESAcxiom, Cloveretl, HVR Software, and Bedrock Data are recognized as emerging players in the data integration software market. The emerging players are specialized in offering highly niche and tailor-made solutions and services to their clients. They do not have very strong business strategies as compared to other established vendors. They might be new entrants in the market and require some more time before gaining significant market traction.
Data Integration Software in Manufacturing Quadrant
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- Breadth and Depth of Product Offerings
- Tools provided
- Services Offered
- Training support and maintanence services
- Consulting services
- Managed Services
- Other Professional Services
- Product Offerings
- Extract, transform and load (ETL)
- Enterprise data replication (EDR)
- Data federation / enterprise information integration (EII)
- Master data management (MDM)
- Other Applications ( Portfolio Management, Operation Risk Analysis)
- Product Features and Functionality
- Processing technique
- Features offered
- Batch Integration
- Data Migration/Conversion (ETL)
- Exception Reporting and Notification
- Other Product Features offered
- Hub and Spoke
- Preffered Delivery
- Full Time Equivalent
- Subscription / Licensing
- Per User Basis
- End users
- Healthcare and Life Sciences
- IT and Telecommunication
- Governmnet and Defense
- Media and Entertainment
- Other End user(s)
- Deployment Mode
- Hosted / On-Cloud
- Customer Delivery
- Delivery - Directly
- Delivery - Through Partners / Third-Party Vendors / MSSPs
- Level of Support Services
- Customer Feedback
- Support services
- Technical Support
- Customer Support
- Sales Support
- Other Support Services
- Pre Sales Support
- Software Requirement Specification (SRS)
- Product Demos
- Proof of Concept
- Dedicated Account Manager (DAM)
- Prefered Service Delivery Mode
- On-Site Support
- Remote Support