Highlight the best Artificial intelligence info and share on social media
image credit
Artificial intelligence
Interesting read.
Forrester: US set to dominate AI enterprise software market
Analyst firm Forrester has predicted that artificial intelligence (AI) is becoming the biggest growth area across the software industry and will drive mainstream adoption of AI in business.
The main area of growth, according to Forrester, is in off-the-shelf and platform AI software, where it predicted spending would increase from $33bn in 2021 to $64bn in 2025. This represents a revision upward of nearly 75% relative to Forrester's 2020 forecast, driven mainly by the acceleration in AI adoption during the pandemic and an increase in the number of companies offering AI software.
Looking at global market adoption of AI technologies, Forrester reported that the US dwarfs Europe in terms of AI spending. The analyst firm's Global AI software forecast, 2022 report puts the value of the US market at almost $19bn, compared with just under $8bn for Europe. According to Forrester, the US not only leads AI enterprise adoption, but it is the leading destination for private AI investment, with $23.6bn of funding in 2020. Forrester reported that 47% of global AI spend would come from the US in 2022.
Meanwhile, the analyst firm reported that the UK leads European AI investment. According to Forrester, in 2020, UK firms that were adopting or creating AI-based technologies received more than three times the funding of French and German companies.
AI-infused software uses AI to increase its market attractiveness, but can also work without users activating its AI capabilities. Forrester believes such AI-infused software will see fast growth as AI influence becomes ubiquitous. Its forecast shows that 46% of technology company revenues in S&P Global are from companies tagged with an AI label.
...
The AI-infused software market is growing as established enterprise software providers embed AI capabilities.
...
The second growth area, according to Forrester's forecast, is the AI tools market, which the analyst firm expects to grow by 18% annually. This category of artificial intelligence includes AI infrastructure, machine learning (ML) frameworks and platforms, and ML libraries.
...
In a blog discussing the report, Forrester analyst Michael O'Grady said: "AI has great potential across knowledge and data intelligence, security and cyber security, process optimisation and automation, AI tools and database, health and drug discovery, customer and human capital management, and other categories.
...
As AI becomes mainstream, enterprises will need to manage its complexity across the tech infrastructure, AI practices and processes, business models, and across talent management, which includes the democratisation of tools for the citizen data scientist."
Posts for this article(1)
Artificial intelligence
What You Should Know Before Deploying ML in Production
They were data scientists.The primary persona is a data scientist.The primary persona is a data engineer.The canonical pipeline here is data to data.The canonical pipe is from data to model.Then we have Dataset which is for distributed data loading.Then we have data orchestration that is about data preparation.Then we have data orchestration that is about data preparation.It's all about talking with data scientists, developers, data engineers, machine learning engineers.Then capture the governance data for the end-to-end machine learning lifecycle is another important aspect.