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Agentic AI is quickly becoming a buzzword in the world of technology, and for good reason. Imagine AI agents capable of thinking, planning, and executing tasks with minimal human input—this is the promise of Agentic AI. It’s a revolutionary step forward, allowing businesses to operate smarter, faster, and more efficiently.
In the world of big data, efficient management and analysis of large datasets is crucial. Amazon S3 Tables offer a fully managed solution built on Apache Iceberg, a modern table format designed to handle massive-scale analytical workloads with precision and efficiency.
How can businesses identify untapped opportunities, improve efficiency, and design more effective marketing campaigns? The answer lies in leveraging the power of data. Today, data analytics isn’t just a support function—it’s the backbone of decision-making. When combined with Artificial Intelligence (AI), it transforms how companies operate, enabling them to predict trends, optimize operations, and deliver better customer experiences.
Amazon Virtual Private Cloud (VPC) is a virtual network allocated to your AWS account. If you are wondering what a virtual network is, it allows communication between computers, servers, or other devices. VPC allows you to start AWS resources like EC2(Server) in your virtual network.
In the world of enterprise software, we often focus on making things efficient, functional, and sometimes, well, boring. But what if work didn’t have to feel like work all the time? That’s where gamification comes in. By borrowing elements from games—like points, rewards, and challenges—we can make enterprise tools more engaging and, surprisingly, boost productivity along the way.
Customer Hierarchy management is of key importance to organizations. This information may be available to HQ through third-party data sources. However, it is important to corroborate this information with the help of other organisational stakeholders responsible for managing the relationship with these entities.
A web-based multi-level hierarchy management interface is desirable to manage such a customer hierarchy. Such a system must be able to upload master lists of various entities at all levels of the hierarchies, allows for quick reassignment capability across hierarchy levels and intuitively supports multi-assignments. Additionally, this system must be able to track each change made to the hierarchy, provide detailed analytics to internal stakeholders, and provide a high-level summary of entities pending review to support the customer hierarchy review process.
There are several potential applications for such an interface in different industries. Some of these are:
Let’s delve into more detail with the help of an example from the healthcare industry. With the industry's evolution in the last few years, it has been observed that most blockbuster pharmaceutical products have gone off-patent while the primary focus has been moved to the commercialization of speciality products. There is also a movement towards consolidation in the industry, with several single MD practices being brought under larger formularies of larger chains to improve purchasing power. This paradigm shift has resulted in the increased importance of gathering field intelligence to understand better the various relationships between stakeholders in the customer ecosystem. Some of these are:
Our hierarchy management system can track multi-level hierarchical entities and manage their relationships. It also allows key attributes of such relationships to be captured, such as primary affiliation, influence levels, types of relationships, etc. The intuitive UI allows field representatives to quickly and easily manage their target prescribers and review all their relationships to ensure accurate alignments. Accurate alignments are essential to achieve accurate sales credits, marketing promotion targeting, and physician outreach programs within a healthcare organization. Additionally, these alignments allow organizations to gauge the true value of entities in their customer hierarchy and devise strategies to support that entity. The accuracy of these alignments is critical to empowering analytics to support such decision-making.
figure 1: A sample alignment management screen
Figure 2: Hierarchy visualization, including sales, and flow weights across entities aggregated information at the higher hierarchy level, can help the organization understand the true value of that entity and devise strategies to support the entity.
For more information, reach out to us at Incentius.