What is DigiOps?
When people think digital, they think about websites and promoting content on social media. So, they believe more marketing, but the primary goal is to generate high volume, high quality leads for the sales team. Digital Operations or DigiOps is leveraging industry-ready digital and automation technology. Companies apply them to business operations to provide seamless operational experience to the customer and improve operational agility of the organization. The core skill required for digital operations in Data Engineering. This knowledge is critical to linking the data from different processes within the organization with the data from other methods like marketing, sales, finance, and HR to improve operational insight.What are the Benefits of DigiOps?
Product simulation techniques are being used to validate new designs and material types, that helps in decreasing the time required for the design process, and design tools also reduce the person-hours by automating the process which requires manual work. Automated picking and carrying of goods help decrease the cost in the warehouse and improves safety by eliminating human interference in the process. Vertical integration with suppliers is helping to optimize the work process and increases cost efficiency. Predictive analytics are being used to decrease the occurrences of defective products and improve the quality control of the Organisation. The predictive analytics recommends process change before the problem occurs. Advanced analytics are solving complex decisions relating to production, planning and supply chain networks, allowing companies to fulfil orders more dynamically and at a lower cost. Advanced robots are added to assembly processes. These robots do sophisticated work using the integration with Artificial Intelligence and vision systems. Forecasting tools enable cost-effective supply chain strategies. For example, by increasing forecast accuracy, a company shifted from make-to-order to make-to-stock as the basis for its supply chain. This change allowed the company to gain a significant lead time advantage over its competition.What are the services provided by DigiOps?
Big Data Analytics
This Service analyses the significant amount of Real-time data of the Organisation's customers. This service allows the Organisation to analyze the behaviour of the costumers and predict their behaviour using statistics, simulations, and other techniques.Analyzing Social Network Trends
This service analyses understands and learns from the customer's comments on social networking sites. The DigiOps service analyses the data from Facebook, Instagram, Twitter, LinkedIn, and other social networking channels and provide real-time statements.Digital Operations Centre
In the Digital Operation Centre, all the live Application and Business data and the analytics related to the business's performance are integrated. The digital Operation's company usually provides a command centre to monitor the organization's digital production and the user experience of the company.Machine-to-Machine Learning
Machine-to-Machine learning proposition is designed to automate the complete analysis of the increasingly massive data using Predictive analysis. The Machine Learning proposition is created on the fact that Algorithms ca quickly learn what variables to use from the dataset to get the optimal result.Unlock the Real Value of your Data with operationalizing and Scaling Machine Learning and Deep Learning Models Taken From Article, Enterprise Machine Learning Consulting Solutions
Digital Operations Framework
The digital framework synthesizes the three perspectives on operations-digital, automated, and smart.Diagnostic
The framework can serve as a diagnostic ("where are we today?") to assess an organization's current state of digital operations. The assessment can focus on one or multiple specific processes, or even the entire value chain, and evaluate each task along the three dimensions and their levels using the rubric in a given image. One could focus on assessing the digitization of the customer interaction processes which can collect customer input data to personalize subsequent process steps. "Bringing the customer interaction inside" the value chain and explicitly capturing how goods and services are marketed to the customer allows personalization of the product offering and price in real-time. For example, the Lemonade Insurance Company digitizes and personalizes the customer interaction during the selling and approval process of home and renter's insurance. The diagnostic can also be used to assess various internal operations, as well as outbound logistics or customer service processes. The Lemonade Insurance Company also digitizes claim handling by utilizing bots instead of insurance brokers.Challenges Companies face while Digitizing the operations
So why do companies struggle to capture the benefits of digitization? These are the few main challenges companies face while digitizing:- Lack of change in management in the Organisation.
- Postponing collaboration by functional departments across the manufacturing, supply chain, and engineering departments.
- Organizations failing to invest in hiring employees having necessary technical skills, this leads to having significant skill gaps in critical roles such as data scientist and data engineer.
- Companies deploy technology without a clear understanding of where to use the technology, and often companies fail to target their technology deployments to address specific pain points.
