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Turn into a Prescriptive Analytics Expert

Prescriptive Analytics turns you into a Strategic Business partner through the transformational-valu...

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Posted by Dave Food on Jun 2, 2020 3:47:34 PM
Dave Food

Prescriptive Analytics turns you into a Strategic Business partner through the transformational-value of your business. Prescriptive Analytics nowadays has good market penetrations, and it is likely to extend even further by 2020.  

Outlining Prescriptive Analytics

Prescriptive Analytics real explosion began in 2013, and it continues to grow year after year. In early 2011, the term Prescriptive Analytics first appeared in Gartner (a well-recognised-technology-research multinational). Since then, a keen interest on this approach is vital.

IT departments could tell you that it would be not viable for you to find a solution to your problems unless YOU ARE adding a skilled-full-time programmer. This problem of misconception about integrating innovative technology seems to be a global issue across many industries. To help to stop this false information and correctly coach participants within a business on Prescriptive Analytics, please analyse these facts:

You benefit from:

·       Improved ability to respond without delay to market changes in most favourable approaches.

·       Enhanced trust in your Marketing plans, winning the loyalty of Sales, Finance, and Operations areas.

·       A Return on Investment (ROI) on your marketing initiatives.

·       The benefit of a per cent of the Marketing annual-income.

Widespread uses of this tool:

·       Augmenting product range or machine/resource distribution.

·       To increase the number of beds and the additional-hours shifts in a hospital.

·       Risk alleviation of future scenarios.

Key mathematical-based fields of Prescriptive Analytics encompass:

·       Process examination.

·       Machine Learning (ML).

·       Natural Language processing.

·       Applied Statistics.

Each domain of learning includes several sub-disciplines and alternatives. For instance, Operations Research contains various dissimilar systems such as Simulation, Decision Analysis, and Optimisation.

What do you need to make the most-knowledgeable-decisions when operating Prescriptive Analytics?

Experts divide Prescriptive Analytics into two different approaches:

·       Heuristics-based automated decision-making (defined as a method of solving problems by finding practical ways of dealing with them, learning from past experiences.)

·       Optimisation-based decision support.

Heuristics-based decision automation

It is a different approach, meaning that when an event takes place, the system will determine what to do, because of a set of already-defined rules plugged in. These rules are typically determined by humans using intuitive sense and best practices, no math at all! This kind of approach cannot grant a solution beyond of what has been preset.

Optimisation-based decision support

To get to the bottom of operational issues, such as Logistics planning or route optimisation, Operations Research experts usually utilise optimisation. Advanced-optimisation approaches link the value chain with financials, driving higher-quality info than with single predictive or BI models, and achieves domestic-data consistency, and pin-point unachievable outcomes.

Using Prescriptive Analytics in optimisation allows users to overcome all these issues and encounter most of the goals set by your enterprise. The top thing to observe is that it operates mathematical-algorithms that function accordingly to the needs and realities of your business, hence, continually supplying achievable strategies.

What to take away? To know the different procedures to operate Prescriptive Analytics; while there is not an immediate requirement to go deeply into math, Supply Chain leaders do need to appreciate the value each method can generate, as it can transform the entire company.

Summing up: top companies are making great efforts on moving from the traditional Descriptive and Diagnostic Analytic proficiencies towards Prescriptive Analytics.  Embracing this valuable tool is decisive for your enterprise supply chains to procure a useful gain at once and in the future.


Dave Food

Prophetic Technology

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