La inteligencia artificial en el mercado de gestión de inventarios y suministros médicos
El tamaño del mercado de IA en suministros médicos/gestión de inventario se estimó en USD 24,1 mil millones en 2023 y se proyecta que alcance los USD 34,9 mil millones para 2032, con una CAGR del 21,54% (2024-2032).La implementación de la IA en la gestión de inventarios y suministros médicos implica una meticulosa recopilación de datos, integración de sistemas y colaboración entre los proveedores de atención médica y los proveedores de tecnología. Si bien la IA es muy prometedora en este campo, durante la implementación en entornos de atención médica se deben considerar cuidadosamente factores como la privacidad de los datos, la seguridad y el cumplimiento normativo . El monitoreo y ajuste continuos de los algoritmos de IA son cruciales para mantener su eficacia a lo largo del tiempo.
El mercado de la IA en la gestión de inventarios y suministros médicos se está expandiendo rápidamente, impulsado por diversas aplicaciones y la necesidad imperiosa de reducir los costos de la atención médica. Se espera que los avances tecnológicos y las inversiones sustanciales en I+D fomenten el desarrollo de soluciones sofisticadas. Las tendencias clave en este mercado incluyen la integración con IoT , la optimización de las cadenas de suministro impulsada por IA y la mejora de la eficiencia del flujo de trabajo. Estas innovaciones están preparadas para dar forma al panorama futuro de la gestión de inventarios médicos.
ATRIBUTO |
DETALLES |
Valor del tamaño del mercado en 2023 |
USD 24,1 mil millones |
Previsión de ingresos en 2032 |
USD 34,9 mil millones |
Tasa de crecimiento CAGR |
CAGR del 21,54% entre 2024 y 2032 |
Unidades cuantitativas |
Representación de ingresos en miles de millones de dólares y CAGR de 2024 a 2034 |
Año de pronóstico |
2024-2032 |
Año histórico |
2019 a 2023 |
Por producto |
- Basado en la nube
- En las instalaciones
|
Por el usuario final |
- Hospitales
- Centros de cirugía ambulatoria
- Farmacias minoristas
- Farmacias en línea
|
Por región |
- América del norte
- Europa
- Asia-Pacífico
- América Latina
- Oriente Medio y África
- Resto de Oriente Medio y África
|
Ámbito regional |
América del Norte; Europa; Asia Pacífico; América Latina; Oriente Medio y África |
Alcance de personalización |
Informe de personalización gratuito con la adquisición del informe y modificaciones del alcance regional y de segmentos. Entorno competitivo geográfico particular. |
Panorama competitivo |
IDENTI Medical, Pivot Smartflow, IdeaRx, TraceMedics, Viebeg Technologies y otros actores destacados |
Rest of the Middle East and Africa
The Hardware Segment Dominates the AI in Medical Supplies/Inventory Management Market:
In the coming years, the hardware segment is projected to exhibit a rapid CAGR. Components like RFID and barcode scanners play a crucial role in hospital asset management systems, enabling efficient tracking and reducing operational costs by saving time and labor.
Cloud-Based Solutions Showcased the Highest Growth:
Over the forecast period, cloud-based services are anticipated to grow faster than on-premises solutions. This distribution method allows hospitals to seamlessly share and integrate data from multiple sources at reduced installation and maintenance costs. Cloud-based access ensures that inventory information is easily accessible across devices, facilitating streamlined management of medical supplies.
The Asia Pacific Market Holds a Significant Revenue Share:
The AI in Medical Supplies/Inventory Management market in the Asia Pacific region is poised for rapid growth. Adoption of technologies like deep learning and natural language processing (NLP) across industries including healthcare is driving market expansion. The region is increasingly seen as a hub for AI deployment due to the presence of major players in the artificial intelligence supply chain sector and growing technological integration in various sectors.
Identifying Key Products in the Market
- The identification of key products in any market is pivotal for understanding what drives consumer interest, technological innovation, and competitive advantage. Here’s how to approach this:
- Market Analysis Reports: Start with syndicated market analysis reports from firms like Nielsen, Euromonitor, or specialized industry analysts. These reports often highlight leading products based on sales data, innovation, and consumer feedback.
- Patent Filings: Reviewing patent filings can provide insight into technological innovations and future products that may impact the market. Databases like the United States Patent and Trademark Office (USPTO) or the World Intellectual Property Organization (WIPO) can be invaluable.
- Ecommerce Platforms and Retailer Websites: Analyzing bestselling products and customer reviews on platforms such as Amazon, Flipkart, or direct retailer websites can offer direct insights into consumer preferences and product popularity.
- Consumer Surveys and Feedback: Conducting surveys or analyzing online forums and social media can reveal consumer preferences, pain points, and desired features in products. Tools like SurveyMonkey, Google Surveys, or social listening platforms can facilitate this process.
Segmenting the Market and Products
- Market and product segmentation is crucial for targeting marketing efforts and product development. Here’s a methodology for segmenting based on technical specifications:
- Technical Specifications Review: Compile a comprehensive list of products within the market, focusing on their technical specifications. This could involve processor speeds for electronics, ingredients for food products, or material composition for apparel.
- Factor Analysis: Use statistical techniques like factor analysis to group products based on shared technical specifications. This method helps identify underlying relationships between different specifications and how they cluster together.
- Expert Consultation: Engage with industry experts or technical specialists to ensure that the segmentation makes sense from both a market and a technical perspective. This step ensures the practical relevance of the segments identified.
Identifying and Classifying Key Application Segments
- Understanding how products are used in different applications is essential for market strategy:
- Use Case Analysis: Identify common use cases for products by reviewing product literature, customer testimonials, and case studies. This helps understand the variety of applications each product serves.
- Industry Surveys: Conduct surveys targeting professionals in the field to understand how and why certain products are preferred in specific applications. This can also reveal unmet needs in the market.
- ApplicationBased Segmentation: Group products based on their primary applications, considering factors such as industry use, consumer vs. professional use, and environmental conditions.
Calculating Market Size Using TopDown and BottomUp Approaches
- Estimating the market size accurately is fundamental for strategic planning:
- TopDown Approach: Start with global industry data and narrow down to the target market by applying known market shares or segmentation percentages. Industry reports and financial databases are key sources for this approach.
- BottomUp Approach: Aggregate sales data or unit shipments from all known market participants. This might require gathering data from company reports, industry associations, and sales channels.
- Combining Approaches: Validate the market size estimates by comparing the results from both approaches. Discrepancies can highlight areas requiring further investigation.
Calculating the CAGR for the Market
- The Compound Annual Growth Rate (CAGR) is a useful measure to understand market growth over time:
- Historical Sales Data: Gather historical sales or market size data over a defined period. Public company filings, industry reports, and government databases can be sources for this data.
- CAGR Formula: Apply the CAGR formula \[CAGR = (EV/BV)^{1/n} 1\], where EV is the end value, BV is the beginning value, and n is the number of periods.
- Segment and Overall Market CAGR: Calculate CAGR for both the overall market and individual segments to understand growth patterns.
Sources for Secondary or Desk Research
- Identifying the right sources is crucial for accurate desk research:
- Industry and Market Research Reports: Sources like IBISWorld, Statista, and Frost & Sullivan offer comprehensive industry reports.
- Government and International Organizations: Websites of the U.S. Census Bureau, World Bank, and OECD provide economic and industry specific data.
- Academic Journals: Platforms like Google Scholar and JSTOR can offer peer reviewed articles on market trends and consumer behavior.
- News Archives and Trade Publications: Stay informed on industry developments through sources like Bloomberg, Reuters, and specific trade journals relevant to the market in question.
- Each of these steps requires careful consideration and a systematic approach to ensure that the market research report is robust, insightful, and actionable.