Enterprise applications of AI
A large percentage of enterprises have already implemented some type of artificial intelligence software to improve their business, be it chatbots for customer service or machine learning for predictive analytics. Find information about those enterprise AI applications and many more emerging uses of AI.
Top Stories
-
Tip
22 Nov 2024
Embedding models for semantic search: A guide
Embedding models in semantic search are changing how we interact with information by going beyond keyword matching to capture meaning and relationships in text and other data. Continue Reading
-
Feature
21 Nov 2024
8 metrics to measure GenAI’s performance and business value
When gauging the success of generative AI initiatives, metrics should be agreed upon upfront and focus on the performance of the model and the value it delivers. Continue Reading
-
Tip
19 Apr 2023
Generative AI landscape: Potential future trends
Learn more about the growth of generative AI, its impact on other technologies, use cases and 10 trends that will contribute to the technology's development. Continue Reading
-
Tip
19 Apr 2023
Assessing different types of generative AI applications
Learn how industries use generative AI models in content creation and alongside discriminative models to identify, for example, instances of real vs. fake. Continue Reading
-
Definition
18 Apr 2023
cognitive modeling
Cognitive modeling is an area of computer science that deals with simulating human problem-solving and mental processing in a computerized model. Continue Reading
-
Feature
12 Apr 2023
CNN vs. GAN: How are they different?
Convolutional neural networks and generative adversarial networks are both deep learning models but differ in how they work and are used. Learn the ins and outs of CNNs and GANs. Continue Reading
-
Tip
12 Apr 2023
GAN vs. transformer models: Comparing architectures and uses
Discover the differences between generative adversarial networks and transformers, as well as how the two techniques might combine in the future to provide users with better results. Continue Reading
-
News
12 Apr 2023
Governments worldwide attempting to regulate generative AI
Countries worldwide are monitoring the generative systems with their own unique rules and laws. For example, China proposed new laws, and the U.S. requested public comments. Continue Reading
-
Definition
11 Apr 2023
intelligent process automation (IPA)
Intelligent process automation (IPA) is a combination of technologies used to manage and automate digital processes. Continue Reading
-
Feature
06 Apr 2023
How construction is an Industry 4.0 application for AI
Industry 4.0 is best known for enhancing the manufacturing sector, but the construction industry is another good use case for AI and related tools. Continue Reading
-
Tip
04 Apr 2023
What do large language models do in AI?
To capitalize on generative AI, business IT leaders must understand the features of large language models. Continue Reading
-
Definition
04 Apr 2023
sustainable AI
Sustainable AI is the use of artificial intelligence systems that operate in ways contingent with sustainable business practices. Continue Reading
-
Definition
31 Mar 2023
assistive technology (adaptive technology)
Assistive technology is a set of devices intended to help people who have disabilities. Continue Reading
-
News
27 Mar 2023
Canva steps up design game with new AI-powered design tools
The platform provides accessible tools for small businesses that need design help. Canva is also escalating its technology to compete against bigger design platforms such as Adobe. Continue Reading
-
Feature
24 Mar 2023
Businesses benefit from AI-infused Industry 4.0 practices
It's daunting for a business to adopt Industry 4.0 technologies at scale. However, given the added value of automation and process optimization, the benefits can outweigh risks. Continue Reading
-
Opinion
24 Mar 2023
The 'iPhone moment' for generative AI
Tech companies are now redirecting their attention and resources to develop generative AI. Like the invention of the iPhone, generative AI is now disrupting the tech industry. Continue Reading
-
News
23 Mar 2023
Don't count out Google and its AI chatbot Bard from AI race
The tech giant may have been forced to respond as Microsoft and OpenAI dominate the generative AI market. However, it might still come out on top of its competitors. Continue Reading
-
Definition
22 Mar 2023
Asilomar AI Principles
Asilomar AI Principles are 23 guidelines for the research and development of artificial intelligence (AI). Continue Reading
-
Feature
21 Mar 2023
How AI has cemented its role in telemedicine
Many healthcare clinicians rely on AI when performing daily tasks and see benefits that outweigh the drawbacks. Continue Reading
-
News
21 Mar 2023
Adobe Firefly brings generative AI image marketing tool
The CX giant's Firefly is an image creator trained on millions of visuals from Adobe stock content to understand written commands and make images for better marketing. Continue Reading
-
News
21 Mar 2023
Nvidia aims at generative AI, joins with image stock firms
The AI hardware/software vendor offers services for enterprises to build generative models without starting anew each time. The vendor is also teaming with Adobe and Getty Images. Continue Reading
-
News
14 Mar 2023
OpenAI releases latest version of its star LLM: GPT-4
The AI vendor introduced its latest large language model. With multimodal capabilities, it's expected to perform better while still suffering from some of the same problems. Continue Reading
-
News
14 Mar 2023
Reasons for and effects of Microsoft cutting AI ethics unit
The tech giant has garnered much attention for integrating ChatGPT technology into its applications. However, eliminating its AI ethics unit raises questions. Continue Reading
-
News
13 Mar 2023
Microsoft integrates ChatGPT into Azure; GPT-4 expected soon
The AI assistant is now a part of Azure managed services, and developers are able to integrate it into applications. Meanwhile, OpenAI is expected to release GPT-4 this week. Continue Reading
-
Tip
09 Mar 2023
No- and low-code AI's role in the enterprise
Low-code tools enable noncoders to build and deploy AI applications. The growing list of these tools ensures that AI development is no longer confined to experts. Continue Reading
-
News
09 Mar 2023
Startup's latest large language model rivals GPT-3
Jurassic-2 is the latest model from AI21 Labs. The model is the successor to Jurassic-1, which was trained on 178 billion parameters, 3 billion parameters more than GPT-3. Continue Reading
-
Feature
08 Mar 2023
GANs vs. VAEs: What is the best generative AI approach?
The use of generative AI is taking off across industries. Two popular approaches are GANs, which are used to generate multimedia, and VAEs, used more for signal analysis. Continue Reading
-
News
07 Mar 2023
HubSpot intros AI tools to make content creation easier
The new AI tools are aimed at marketing, sales and customer service teams that create websites and blogs. They also provide customers with a natural language chat-based experience. Continue Reading
-
News
06 Mar 2023
Microsoft integrates GPT into Power Apps and AI Builder
The tech giant's new Power Platform features enable enterprises to use OpenAI’s GPT technology to create their own AI-powered bots or summarize and create content. Continue Reading
-
Opinion
03 Mar 2023
The rise of automation and governance in MLOps
MLOps can make many of an organization's operations more efficient, but only when its automation capabilities are paired with effective governance strategies. Continue Reading
-
Feature
02 Mar 2023
How AI serves as a cornerstone of Industry 4.0
For manufacturing environments to be included in Industry 4.0, they must adopt up-to-date technologies to improve operations. AI should be foremost among them. Continue Reading
-
Feature
27 Feb 2023
Snapchat's My AI uses ChatGPT, but not all enterprises can
The social media app's new AI chatbot uses the latest OpenAI technology. However, OpenAI's privacy policy might make it difficult for enterprises to use the large language model. Continue Reading
-
Tip
27 Feb 2023
Inside the MLOps lifecycle stages
Developers tasked to train machine learning models are turning to the MLOps lifecycle. The different stages are meant to increase operational speed and efficiency. Continue Reading
-
News
24 Feb 2023
Meta's Llama enters the generative AI fray with ChatGPT, Bard
Trailing rivals Microsoft and Google, the Facebook parent company plunged into the surging large language model market with its own powerful interactive AI chatbot, Llama. Continue Reading
-
Feature
24 Feb 2023
ElevenLabs and the risks of voice-generating AI
The startup's technology is popular among content creators and also bad actors who use it maliciously. But the AI voice platform also raises the issue of what's real and fake. Continue Reading
-
News
24 Feb 2023
How ChatGPT can advance AI in the law industry
AI technology has made it easier for lawyers to do their job effectively. The emergence of generative AI is no exception. But lawyers who use this tool must do so responsibly. Continue Reading
-
Tip
10 Feb 2023
How industries use AI to ensure sustainability
How can e-commerce companies optimize shipping routes to reduce emissions? How can data centers lower energy use? The answer is a sustainability strategy driven by AI technologies. Continue Reading
-
News
07 Feb 2023
ChatGPT bursts into Microsoft Bing as Google Bard rises
The AI search race heated up as Microsoft infused its struggling Bing search engine with OpenAI technology and Google introduced Bard, a lightweight version of its LaMDA chatbot. Continue Reading
-
News
03 Feb 2023
The accelerating use of generative AI may prompt U.S. action
Generative AI tools like ChatGPT do everything from write code to detect network vulnerabilities. But the tools also carry risks, which might spur government involvement. Continue Reading
-
Feature
03 Feb 2023
Federal report focuses on AI diversity and ethics
A national group formed to advance the research and development of AI in the U.S. proposes ways to add more variety among students, educators and researchers studying AI. Continue Reading
-
Feature
01 Feb 2023
Implications of AI art lawsuits for copyright laws
Lawsuits filed by Getty Images and several artists could determine whether generative AI developers can use copyrighted materials as part of their training data sets. Continue Reading
-
Definition
31 Jan 2023
outsourcing
Outsourcing is a business practice in which a company hires a third party to perform tasks, handle operations or provide services for the company. Continue Reading
-
Definition
31 Jan 2023
disruptive technology (disruptive innovation)
Disruptive technology, often referred to as disruptive innovation, is when a new business model attracts an underserviced market or revenue stream and grows until it supplants incumbent competitors. Continue Reading
-
Feature
30 Jan 2023
How a digital retail firm uses enterprise search
Glean trains language models based on a customer's documents and other stored content. Its platform sits on users' technology stack to provide for smooth integration. Continue Reading
-
Feature
24 Jan 2023
AI use cases in banking create opportunities, improve systems
AI has become increasingly more common in the banking industry and has found a home sifting through data, improving back-end systems and assisting with customer service. Continue Reading
-
Definition
24 Jan 2023
logical equivalence
Logical equivalence is the condition of equality that exists between two statements or sentences in propositional logic or Boolean algebra. Continue Reading
-
News
19 Jan 2023
AI21 intros text-generating AI capability that cites sources
AI vendor AI21 Labs' Wordtune Spices is a writing assistant that provides users with different text options and links to sources so that writers know where the information is from. Continue Reading
-
Definition
19 Jan 2023
element-of symbol
The element-of symbol is used in mathematical set theory to indicate that a point, object or number belongs to a certain set. Continue Reading
-
News
12 Jan 2023
Nvidia intros new workflows to stem retail theft
Retailers such as Target and Rite Aid have reported huge losses due to theft. Computer vision and image recognition tools can help identify and track products. Continue Reading
-
News
11 Jan 2023
The chances of Microsoft using ChatGPT to challenge Google
The tech giant likely is looking to incorporate OpenAI's platform into Bing to rival Google. While the AI platform has been popular among consumers, many believe it needs work. Continue Reading
-
Opinion
11 Jan 2023
Data, analytics and AI predictions for 2023
The expansion of big data, analytics and artificial intelligence we saw in 2022 will continue into the new year and present both new opportunities and challenges for organizations. Continue Reading
-
News
09 Jan 2023
AI risks shadow software development security trend
The rise of AI-assisted workflows will facilitate software development security amid growing open source vulnerabilities, but comes with the threat of AI-generated attacks. Continue Reading
-
News
09 Jan 2023
AI platform helps medical company screen babies' eyes
Startup Iris Technology unveils its new platform for 200 users. Medical AI company Pr3vent uses the platform to train its AI model and remove bias from its model. Continue Reading
-
News
04 Jan 2023
Nvidia adds generative AI suite to Omniverse platform
The AI hardware/software vendor released new generative AI tools for developers. It also updated its Omniverse Enterprise platform and introduced registration for avatar builders. Continue Reading
-
Feature
27 Dec 2022
AI examples that can be used effectively in agriculture
AI technologies can be utilized in agriculture for increased visibility into factors affecting crops, increased efficiency and minimized risk. Continue Reading
-
News
21 Dec 2022
Biggest AI news of 2022
From misinformation and disinformation in the war in Ukraine to James Earl Jones lending his voice to voice cloning, these are the most notable stories of the year. Continue Reading
-
Feature
19 Dec 2022
Four AI trends to look for in 2023
From a new algorithm law to combat hiring bias in New York City to the growth of generative tools and technologies, AI will keep growing and be used by more enterprises next year. Continue Reading
-
Tip
16 Dec 2022
Recent developments show us the future of chatbots
Experts in conversational AI are optimistic about what recent advancements in chatbot technology mean for the future. Despite challenges, these advancements can point the way forward. Continue Reading
-
News
15 Dec 2022
Lensa AI app mixes up data, privacy and representation
The app generates avatars from users' images. While the terms and conditions worry critics, the avatars provide representation of racial groups not usually seen in art. Continue Reading
-
Feature
14 Dec 2022
How AI can assist industries in environmental protection efforts
While technology for environmental protection isn't a new concept, AI advancements empower businesses to achieve sustainable operations. Continue Reading
-
Feature
09 Dec 2022
Making avatars and metaverse technologies more mature
While a digital human is likely to capture the attention of enterprises, those interacting with the avatar see ways the virtual being can be improved to help humans. Continue Reading
-
News
09 Dec 2022
Diversity within your AI team can reduce bias
The CEO of the Women Leaders in Data and AI group discusses why including women and other underrepresented groups on AI teams can help to address the problem of AI bias. Continue Reading
-
News
08 Dec 2022
How enterprises determine whether to buy or build AI models
From the USPS to appliance company Conair, organizations employing machine learning technology sometimes need to determine whether it's better to buy or build capabilities. Continue Reading
-
Tip
07 Dec 2022
Unlocking the potential of white box machine learning algorithms
Transparent, explainable machine learning algorithms have demonstrated benefits and use cases. Although white box AI is nascent and largely unknown, it's worth exploring further. Continue Reading
-
Tip
06 Dec 2022
How significant is AI's role in Industry 4.0?
Many examples exist to demonstrate the effectiveness of AI in Industry 4.0. It entails the newest revolution in manufacturing, so naturally advanced tech like AI will play a crucial role. Continue Reading
-
News
30 Nov 2022
AWS adds governance, geospatial tools to Amazon SageMaker
The cloud computing giant added data governance and geospatial tools to its machine learning platform and provided 40 new data connectors to Data Wrangler. Continue Reading
-
Feature
30 Nov 2022
Evaluating multimodal AI applications for industries
Various industries, including healthcare and media, are currently making use of multimodal AI applications and have determined that the benefits outweigh drawbacks. Continue Reading
-
News
29 Nov 2022
Amazon boosts CodeWhisperer, AI and ML tools
AWS rolled out updates to a series of AI tools and services, highlighted by improvements to its CodeWhisperer coding system and Textract AI service for extracting document text. Continue Reading
-
News
23 Nov 2022
Apple's AI-powered RoomPlan complements a design app
Interior design company Planner 5D introduced an API feature created by Apple that enables app users to quickly scan rooms without taking too much time to draw and trace manually. Continue Reading
-
Definition
22 Nov 2022
robotic surgery (robot-assisted surgery)
Robotic surgery is the use of computer technologies working in conjunction with robot systems to perform medical procedures. Continue Reading
-
News
22 Nov 2022
How Cisco uses AI to find diverse suppliers
The digital communications technology giant employs machine learning vendor Tealbook to gain access to data that fits the types of suppliers it wants. Continue Reading
-
Feature
18 Nov 2022
Enterprise applications of the metaverse slow but coming
From holographic avatars to training surgeons, metaverse applications for enterprises are many. But the technology for organizations is still in its infancy. Continue Reading
-
News
17 Nov 2022
What Microsoft, Nvidia AI supercomputer partnership means
The public cloud supercomputer will incorporate A100 and H100 GPUs and the chipmaker's AI enterprise software suite. It will enable enterprises to build large AI models at scale. Continue Reading
-
Definition
17 Nov 2022
social robot
A social robot is an artificial intelligence (AI) system that is designed to interact with humans and other robots. Continue Reading
-
News
16 Nov 2022
Finding what differentiates Cerebras' AI supercomputer
The vendor's new technology enables organizations that might not have the money to build their own supercomputer to try the technology and see what they can accomplish with it. Continue Reading
-
News
14 Nov 2022
Intel deepfake detector raises questions
The vendor created a detector that uses facial blood flow to determine if a video subject is fake or real. However, its effectiveness to detect a real or fake video is unclear. Continue Reading
-
Feature
09 Nov 2022
AI-powered CRM platforms compared
CRM vendors can apply fundamental AI capabilities in various ways. Learn about the similarities and differences between AI functionality in the major CRM platforms. Continue Reading
-
Feature
08 Nov 2022
Augmentation a better approach than automation for AI
Fears that robots will replace human workers grow as technologists create new tools that imitate what humans do. Instead, industries should focus on using AI to complement humans. Continue Reading
-
Feature
08 Nov 2022
How AI in weather prediction can aid human intelligence
AI and machine learning models are becoming more widely used in climate prediction and disaster preparedness to aid experts without replacing them. Continue Reading
-
News
04 Nov 2022
Finding value in AI in the age of digitization
Even as enterprises invest in AI technology, they are not applying it strategically, although they attempt to change their operations to become more focused on technology. Continue Reading
-
Feature
31 Oct 2022
James Earl Jones, AI and the growing voice cloning market
The growing text-to-speech and speech-to-speech market is sparking new enterprise applications. However, the technologies also raise concerns about privacy and misuse of the tools. Continue Reading
-
Feature
31 Oct 2022
Defining requirements key to manage machine learning projects
Machine learning projects are likely to fail without proper planning. 'Managing Machine Learning Projects' provides guidance on how to plan by defining ML project requirements. Continue Reading
-
Feature
31 Oct 2022
Why and when to consider a feature store in machine learning
Feature stores exist to make data for training machine learning models reusable. Explore both the benefits and challenges of feature stores that organizations can experience. Continue Reading
-
News
28 Oct 2022
Staying relevant in process mining: Celonis' challenge
The vendor recently announced a $1 billion funding extension. But despite its popularity for process mining, Celonis faces competition from more vendors entering the market. Continue Reading
-
Tip
25 Oct 2022
How financial institutions can streamline compliance with AI
AI systems help make compliance processes more efficient and effective for financial institutions. Automation can reduce problems like human error and regulatory breaches. Continue Reading
-
News
25 Oct 2022
IBM expands embeddable AI software with NLP capabilities
The addition to embeddable AI comes one week after IBM introduced its new AI chip. The libraries aim to make it easier for developers to use the Watson application. Continue Reading
-
News
21 Oct 2022
AI groups work to tune, release large language models
CarperAI, Scale AI and other research groups have partnered to deliver instruction-tuned language models as the NLP market grows. Continue Reading
-
News
19 Oct 2022
CRM and BPM vendor Pegasystems adds new AI features
The CRM and business process management vendor, looking to scale up, introduced new features for business users, service representatives and call center customers. Continue Reading
-
Definition
18 Oct 2022
precision agriculture
Precision agriculture (PA) is a farming management concept based on observing, measuring and responding to inter- and intra-field variability in crops. Continue Reading
-
News
12 Oct 2022
New Microsoft AI tools aim at business end users
Microsoft released new features for the Azure Cognitive Services suite, as well as a Form Recognizer and Responsible AI dashboard aimed at both data scientists and business users. Continue Reading
-
News
11 Oct 2022
Google Cloud introduces new AI tools for business users
The tech giant released new a translation hub aimed at business users, a computer vision feature for the Vertex AI platform, and the OpenXLA Project open source initiative. Continue Reading
-
Feature
07 Oct 2022
The long-term answer to fixing bias in AI systems
The technology is exploding with new developments daily. However, problems with training data can lead to bias. Fixing it requires retraining the data and educating users. Continue Reading
-
Feature
06 Oct 2022
The creative thief: AI tools creating generated art
AI systems such as OpenAI's Dall-E, Midjourney and Stable Diffusion are used to create striking images. But it can be unclear if the images are inspired by others or stolen. Continue Reading
-
News
06 Oct 2022
Automation and digital assistants in a post-pandemic world
From the food industry to manufacturing and healthcare, enterprises are looking for more ways to enhance their businesses and scale their growth with digital automation. Continue Reading
-
News
04 Oct 2022
RPA vendor Automation Anywhere aims at process discovery
While the vendor's new platform is geared towards automation, the market is shifting. Many enterprises are now moving away from RPA and toward process mining and discovery. Continue Reading
-
Feature
29 Sep 2022
Digital twin consortium accelerates growth of the technology
Through its working groups, the consortium helps organizations deal with challenges in managing systems and data related to the technology. The subgroups publish their findings. Continue Reading
-
News
28 Sep 2022
Intel SDKs give developers tools for AI, quantum software
Intel launched new SDKs for AI and quantum computing and added tools underpinned by the Intel Developer Cloud in an effort to attract developers to build on its hardware. Continue Reading
-
News
28 Sep 2022
DataRobot-managed AI cloud now generally available
With the managed version of its cloud platform, the vendor will run machine learning projects for enterprises that don't want them on the public cloud. Continue Reading
-
News
27 Sep 2022
Chipotle pilots AI systems to assist workers and diners
The fast-food chain is trying out AI-powered cook assistants and consumer experience programs. Its tortilla-making bot will start making chips for some consumers next month. Continue Reading
-
Feature
23 Sep 2022
Industries leading the way in conversational AI
Learn how companies in vertical markets are using conversational AI and even partnering with AI developers for software that's tailored to their unique business needs. Continue Reading
-
News
20 Sep 2022
Nvidia unveils Omniverse Cloud for metaverse applications
The new service lets enterprises build metaverse applications. The vendor also introduced new large language model services and unveiled upgrades to its H100 hardware line. Continue Reading
-
News
15 Sep 2022
Jabra provides sentiment analysis with first AI software
The new SaaS offering voice coaches agents and provides self-coaching assessments and personalized evaluations. The vendor also introduced two new headsets. Continue Reading