Title: Prescriptive Analytics Author: Kriko Published: Jun 8, 2023 Last modified: Jul 7, 2026 --- 1. [Home](https://kriko.io/) / 2. [Glossary](https://kriko.io/glossary) / 3. P Letter # Prescriptive Analytics Prescriptive analytics is an analytical approach that uses predictive modelling, optimisation methods and advanced algorithms to recommend the most appropriate actions. It does not merely estimate what may happen. It also provides guidance on what should be done in response to possible outcomes. To generate these recommendations, prescriptive analytics systems evaluate complex inputs such as business rules, structured and unstructured [data](https://kriko.io/services/data-analysis-insight), operational constraints and potential scenarios. Systems supported by artificial intelligence can continuously incorporate and analyse updated [data](https://kriko.io/services/data-analysis-insight) streams. This capability enables prescriptive analytics to process large datasets, identify meaningful relationships and produce recommendations based on the likelihood and potential impact of different outcomes. These systems may also learn from previous successes and failures, allowing them to deliver increasingly relevant insights. Businesses use prescriptive analytics to support decision-making, improve operational performance and identify actions that may increase profitability. Prescriptive analytics is closely related to predictive analytics. Predictive analytics examines existing and historical [data](https://kriko.io/services/data-analysis-insight) to estimate what is likely to happen, while prescriptive analytics goes one step further by recommending the actions that should be taken. Once sufficient [data](https://kriko.io/services/data-analysis-insight) is available and the relevant conditions are defined, prescriptive analytics can be used to compare alternative courses of action, apply business rules and determine which option is most likely to produce the desired result. The analysis may draw on machine learning, artificial intelligence, statistical methods, market research, optimisation techniques and expert knowledge. Since the results are based on probabilities and assumptions, they are generally presented together with uncertainty levels, confidence scores or potential risk factors. Prescriptive analytics focuses on actionable insights. It can help organisations answer questions such as how to benefit from a future opportunity, how to reduce potential risks and which strategy should be prioritised under specific conditions. As a form of business analytics, prescriptive analytics is connected with descriptive, diagnostic and predictive analytics. It can be used to improve business performance, develop strategies, allocate resources, monitor market developments and adapt algorithms to specific organisational objectives. However, the outputs of prescriptive analytics should be treated as decision-support guidance rather than guaranteed results. Recommendations must still be evaluated in light of business context, professional judgement and changing market conditions. ## Discover it in the dictionary ### Customer Lifetime Value Customer Lifetime Value, commonly abbreviated as CLV or LTV, refers to the total economic value a customer is expected to generate for a business… ### Algorithm An algorithm is a finite and organised sequence of steps used to solve a defined problem or complete a particular task. Algorithms are widely… ### Customer Relationship Management (CRM) Customer Relationship Management, commonly abbreviated as CRM, is an approach used to manage, improve and maintain an organisation's relationships with existing and potential customers.… ### Embedded Analytics Embedded analytics is an approach that enables users to access the analytical information they need without leaving the application they are already using. In… ### Deep Learning Deep learning is a form of machine learning that uses artificial neural networks to analyse complex data structures. Inspired by certain aspects of how… ### Inbound Marketing Inbound marketing is a marketing approach that aims to attract potential customers to a brand through relevant content, experiences and digital touchpoints instead of… ### Click Through Rate (CTR) Click Through Rate, commonly abbreviated as CTR, is a digital marketing metric that shows the percentage of users who click an ad or link… ### ETL ETL is a data processing method used to collect, organise and transfer data in a structured and systematic manner. In this process, data is… ### Temporarily Redirect – 302 A 302 redirect is an HTTP status code used to temporarily redirect one URL to another URL. A 302 code indicates that the requested… ## Track the digital heartbeat with Kriko Subscribe to receive curated insights, news, and ideas shaping the digital landscape. By checking this box, you acknowledge and accept our [privacy policy](https://kriko.io/privacy-policy).