Prescriptive Analytics: Market Overview and Insights for 2023
Prescriptive analytics is an emerging field in business analytics that goes beyond descriptive and predictive analytics to recommend specific actions and decisions. It is one of the most advanced forms of business analytics today. Here is an overview of the prescriptive analytics market and key insights for 2023.
Market Overview
The Prescriptive Analytics market size is projected to grow from USD 5.50 Billion in 2023 to USD 22.30 billion by 2030, exhibiting a compound annual growth rate (CAGR) of 19.1% during the forecast period (2023 - 2030).
North America accounted for the largest market share in 2021, while Asia Pacific is expected to grow at the highest CAGR during the forecast period. The high growth in this region is attributed to the rapid digitalization and increasing adoption of advanced analytics solutions across various industries.
The retail and consumer goods segment accounted for the largest market share in 2021. Prescriptive analytics enables retailers to optimize their inventory, supply chain, and pricing strategies. The banking and finance industry is also adopting prescriptive analytics rapidly due to benefits such as identifying fraud patterns and optimizing investment portfolios.
Key Market Segments
By Component
- Software
- Services
By Data Type
- Unstructured Data
- Semi-structured Data
- Structured Data
By Application
- Risk Management
- Operations Management
- Revenue Management
- Network Management
- Supply Chain Management
- Others
Key Companies
Some of the key players operating in the prescriptive analytics market are:
- IBM Corporation
- FICO
- Ayata
- River Logic, Inc.
- Angoss Software Corporation
- Profitect Inc.
- Tibco Software Inc.
- Frontline Systems, Inc.
- Ngdata
- Panoratio
These companies are investing significantly in research and development and strategic partnerships to develop innovative prescriptive analytics solutions. They are also focusing on mergers and acquisitions to expand their offerings.
Market Drivers
The key factors driving the growth of the prescriptive analytics market:
- Need to improve business performance and decision making by predicting future outcomes
- Increasing amount of data from IoT devices, web, mobile etc.
- Advances in AI and machine learning fueling predictive analytics capabilities
- Rising demand for greater operational efficiency and cost optimization
- Need for identifying new revenue opportunities and enhancing customer experience
- Increasing adoption of prescriptive analytics in various industries due to quantified benefits
Regional Insights
North America accounted for the largest share of the global prescriptive analytics market in 2022. High adoption of advanced analytics solutions and presence of key vendors is driving the North American market. Asia Pacific is slated to witness the fastest CAGR during 2023-2027 due to rapid digital transformation in the region.
Industry Latest News
Some of the recent developments in the prescriptive analytics market include:
- IBM released new capabilities in Watson Studio to simplify and automate AI lifecycle management.
- FICO launched new Xpress Optimization models that provide prescriptive analytics for lending decisions.
- Microsoft acquired CloudKnox Security to boost cloud security and provide prescriptive actions.
- SAP expanded its strategic partnership with Icertis to enhance contract intelligence and optimization.
- SAS launched Viya 4 to accelerate AI and analytics outcomes with visualization and interpretation.
In summary, prescriptive analytics is transforming business operations and decisions across industries with data-driven insights. The market outlook is positive, driven by technological advances and increasing enterprise digitalization. Key players are innovating with new capabilities while expanding their market footprint through strategic partnerships and acquisitions.
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