Composite AI: The Synergy of Multiple Artificial Techniques
David Brown
Implementing AI that Works for Every Business- AI Best Practices - AI Success Strategies & Tech Answers for Non-Techies. Need an Outside in AI Business Review? Ask me!
There are so many AI buzzwords being thrown about it is hard to keep up at times.
The majority of terms aren’t so much “new things,” its more like a novel way of using AI on a old process then being first to name the new version with AI. With that in mind lets dive into Composite AI. What is it? How is it being used and is it something you should be using at your company now or in the near future?
Composite AI stands out as a blended approach that integrates various AI techniques to tackle complex challenges. Unlike traditional AI, which often relies on a single methodology, Composite AI creates a cohesive system by combining strategies such as machine learning, natural language processing, and computer vision. This integrated approach enhances problem-solving capabilities, allowing for the addressal of more intricate issues with greater precision. Blended AI is the mesh of human and AI.
What is Composite AI?
The term refers to the systematic integration of different AI technologies into a unified solution pipeline. It brings together diverse analytical techniques, including machine learning (ML), natural language processing (NLP), computer vision (CV), knowledge graphs, and more, based on their strengths to build an end-to-end AI solution tailored to the problem at hand. It isn’t just one thing rather a combination of AI tech.
How is it being used?
The use of Composite AI is growing swiftly, with its market value projected to reach USD 4.4 billion by 2028. This growth underscores the increasing recognition of Composite AI’s potential across various business sectors, including healthcare, finance, and manufacturing. Organizations are leveraging Composite AI to enhance diagnostics, improve customer service, and optimize manufacturing processes, among other applications.
5 Use Cases for your Review
1. Healthcare Diagnostics: Companies like Leeway Hertz are using Composite AI to improve medical diagnostics by combining imaging analysis with patient data, leading to more accurate and timely treatment decisions.
2. Finance Fraud Detection: In the financial sector, Composite AI is utilized for fraud detection by integrating various techniques such as anomaly detection algorithms and predictive analytics to identify fraudulent activities.
3. Retail Customer Experience: Retailers are enhancing customer service by using Composite AI to analyze customer behavior, predict purchasing patterns, and personalize shopping experiences.
4. Urban Planning: Smart city management is another area where Composite AI is applied, using a combination of spatial analysis, predictive modeling, and sensor data interpretation to optimize urban development and services.
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5. Manufacturing Optimization: In manufacturing, Composite AI is employed to monitor equipment, predict failures, and adjust production processes, thereby improving efficiency and reducing downtime.
Lessons Learned?
Composite AI represents a significant leap forward in the AI domain, offering a more sophisticated, flexible, and intelligent system. By strategically combining various AI methods, Composite AI addresses complex problems more effectively and is set to transform industries with its robust decision-making capabilities. As we continue to witness its adoption and growth, Composite AI is poised to become an indispensable tool in the enterprise AI toolkit.
At the end of the day, it isn’t about AI or tech – it is about what business problems can you tech solve for me?
For further information on Composite AI and its applications, please take a look at the following articles and resources for your perusal.
Gartner Information Technology – This is Composite AI
Blended AI – How can Blended AI make an impact on Sellers
David?is an investor and executive director at Sentia, a next generation AI sales enablement technology company and Salesforce partner. Dave’s passion for helping people with their AI, sales, marketing, business strategy, startup growth and strategic planning has taken him across the globe and spans numerous industries. You can follow him on Twitter LinkedIn or on Sentia Says.
Tagged AI, AI Buzzwords, blendedai, ChatGPT, compositeai, crm, CV, enterprise software, generative ai, ML, NLP, Open AI, sales, strategy, technology
Connecting Business Strategy with AI & Digital Solutions
2 个月Tank you David. Original content. Particularly like the use cases
Helping organisations adopt AI intelligently
2 个月Jeez David. I had to laugh - not AT what you said but WITH what you said, "The majority of terms aren’t so much “new things,” its more like a novel way of using AI on an old process then being first to name the new version with AI." In this period of AI hype, that is just so true. Thanks for belling that cat! Brian
Vice President Communications - Cultivating Revenue Growth with Reputation Management, Public Relations, Crisis Communications, Influencer Engagement, Events, and Competitive Strategy
2 个月Thanks for sharing. Insightful!