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
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Feature
20 Dec 2024
A simple guide to greenhouse gases: Main types and sources
If you're confused about what greenhouse gases are and why they matter, you're not alone. Learn about carbon, methane and others, and what they have to do with climate change. Continue Reading
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Tip
20 Dec 2024
7 advantages of OCR for data entry
OCR tools convert physical documents, like receipts and invoices, to machine-readable text. Advantages of this technology include improved enterprise search and customer service. Continue Reading
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Tip
26 Mar 2024
4 AI use cases for quality control in manufacturing
Learn how the integration of AI and machine learning into manufacturing processes can help organizations meet quality control needs, such as defect detection and waste reduction. Continue Reading
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Tip
26 Mar 2024
Testing generative AI apps
With generative AI apps rising in popularity, QA professionals should be aware of their unique failure modes. Learn what testers need to consider when handling these tools. Continue Reading
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Tip
25 Mar 2024
5 challenges of using AI in manufacturing
Some manufacturers might find integrating AI into existing operations to be a complex process. Learn key strategies to help solve these challenging issues before implementation. Continue Reading
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Podcast
25 Mar 2024
Security, bias risks inherent in GenAI black box models
Language models are stochastic models that generate output based on data upon which they have been trained. Often, these models are a closed black box. That leads to many problems. Continue Reading
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News
21 Mar 2024
Nvidia unveils text-to-3D AI research project
The new model helps generate 3D images faster. It was trained on different animals and objects using the vendor's A100 GPU and prompts generated with OpenAI's ChatGPT. Continue Reading
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News
19 Mar 2024
Microsoft hires DeepMind co-founder amid Google-Apple news
DeepMind's cofounder will head a new division that focuses on Copilot. The move comes amid talk that Microsoft's rival's LLM might be incorporated into the iPhone. Continue Reading
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Feature
19 Mar 2024
Deriving value from generative AI with the right use case
The technology will be valuable to tech vendors. For users, a return on investment will depend on the applications as well as whether enterprises choose to build or buy their models. Continue Reading
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News
19 Mar 2024
SAP, Nvidia partner to boost Business AI development
SAP and Nvidia are working together to combine platforms and services that help customers build business-specific generative AI capabilities across SAP's cloud products. Continue Reading
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Tip
18 Mar 2024
Compare enterprise generative AI deployment options
To pick the best generative AI deployment model for your organization, examine how cloud and on-premises approaches fit into your security, cost, infrastructure and network needs. Continue Reading
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Definition
18 Mar 2024
cloud application
A cloud application, or cloud app, is a software program where cloud-based and local components work together. Continue Reading
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Feature
07 Mar 2024
How AI is transforming project management
As the project management field increasingly embraces AI-powered software, the benefits can help organizations thrive -- but only if the risks are properly considered too. Continue Reading
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News
06 Mar 2024
Salesforce users empowered to build no-code Einstein Copilots
Salesforce admins and developers can build custom generative AI assistants for workflows across the platform for sales, service, marketing and e-commerce. Continue Reading
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Tip
05 Mar 2024
Generative AI's effect on content management systems
Generative AI's ability to create content can enhance workflow automation within a CMS. Yet, organizations must implement guardrails to ensure data privacy and content quality. Continue Reading
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Definition
05 Mar 2024
model-based systems engineering (MBSE)
Model-based systems engineering (MBSE) uses models to share information across collaborators in the design, development, test and operation of complex systems. Continue Reading
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Opinion
04 Mar 2024
Is hyperscale NAS the future of storage in the AI era?
Storage for AI workloads will require high capacity and performance. Some vendors have started to tackle this issue, for example with global file system technology. Continue Reading
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Feature
29 Feb 2024
AI washing explained: Everything you need to know
With hype comes the hucksters. Learn how companies exaggerate the involvement of AI in their products and services, and how to avoid falling for AI washing. Continue Reading
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Feature
28 Feb 2024
Autonomous AI agents: A progress report
Now in the early stages of development, AI agents using LLMs might one day number in the billions, operate networks of interconnected ecosystems and alter the commercial landscape. Continue Reading
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Answer
26 Feb 2024
How does Microsoft 365 Copilot pricing and licensing work?
Getting access to Copilot for Microsoft 365 may be a simple process or almost completely unfeasible at this time, depending on the organization that wants to deploy it. Continue Reading
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News
26 Feb 2024
Podcast: 2024 the year of ROI for generative AI
Generative AI technologies are proliferating rapidly, but vendors and investors are looking to monetize AI models, a pivot from last year's innovative frenzy. Continue Reading
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News
22 Feb 2024
Intel Foundry launches as enterprise AI surges
If the trend continues, enterprises will need more AI chip suppliers to help stabilize prices and meet the demand for AI processing at the edge and the data center, experts said. Continue Reading
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Answer
22 Feb 2024
What is the role of generative AI in enterprise search?
Enterprise search employs AI to enrich content, identify objects and organize information. Yet, the rise of generative AI is likely to transform these processes even further. Continue Reading
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Tip
22 Feb 2024
Comparing Microsoft Teams Premium vs. Copilot in Teams
Explore Microsoft Teams Premium and Copilot to understand their AI productivity features and select the product license best suited for your team's needs. Continue Reading
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News
21 Feb 2024
Google releases new family of open models: Gemma
The cloud provider's new models compete with Meta's Llama 2 open source model. Google incorporates responsible AI standards that should appeal to enterprises. Continue Reading
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Tip
21 Feb 2024
AI and compliance: Which rules exist today, and what's next?
The AI regulatory landscape is still racing to catch up with the fast pace of industry and technological developments, but a few key themes are starting to emerge for businesses. Continue Reading
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News
21 Feb 2024
Taste intelligence and AI vendor raises $25 million
Qloo raised $25 million in series C funding. Using machine learning, the vendor helps customers predict consumer tastes and makes it actionable through an API. Continue Reading
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Definition
15 Feb 2024
ServiceNow
ServiceNow is a software company that provides a cloud-based, AI-driven platform for automating multiple management workflows in enterprises. The company specializes in IT service management, IT operations management and IT business management. Continue Reading
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News
15 Feb 2024
Google updates AI model Gemini, adds 1M context window
The cloud provider's 1.5 Pro model has the largest context window seen in the market. Despite its innovation, it still needs to show the applicability of its model for enterprises. Continue Reading
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News
13 Feb 2024
Otter.ai rolls out cross-platform Meeting GenAI
The vendor's new tools will appeal to users who access the application across different meeting platforms. However, it could face resistance from companies that use one platform. Continue Reading
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News
13 Feb 2024
Pega GenAI Blueprint aims at application design processes
While the vendor's use of the technology is similar to others in the low-code market, its focus on design differentiates it. The platform enables collaboration. Continue Reading
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Opinion
12 Feb 2024
AI news highlights: Gemini Ultra, Cisco-Nvidia partnership
Explore last week's AI highlights with analyst Mike Leone's roundup of top news headlines, including updates to Google's Gemini Ultra and strategic acquisitions and partnerships. Continue Reading
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Podcast
12 Feb 2024
Podcast: AI, hiring and the need for humans in the loop
An HR expert joins the 'Targeting AI' podcast to explain the need for humans in recruiting along with tech to help prevent algorithmic bias and why some laws don't go far enough. Continue Reading
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Feature
09 Feb 2024
Manufacturing group uses AI for EHS safety compliance
To pinpoint risky and dangerous incidents in workplace environments without having to sift through thousands of data points, a manufacturing group turned to Benchmark Gensuite. Continue Reading
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Tip
09 Feb 2024
Microsoft Dynamics 365 vs. Salesforce: How do they differ?
Microsoft Dynamics 365 and Salesforce both help organizations streamline sales, service and marketing processes. Yet, they differ in architecture and integration capabilities. Continue Reading
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Opinion
07 Feb 2024
FTC inquiry, Claypot acquisition and more recent AI news
Enterprise Strategy Group analyst Mike Leone breaks down five of the most significant news developments in generative AI from the past week. Continue Reading
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Tip
07 Feb 2024
How AI is transforming unified communications
AI in unified communications can take employee collaboration and productivity to the next level. But AI does carry risks that enterprises must first address to maximize adoption. Continue Reading
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Tip
05 Feb 2024
Shadow AI poses new generation of threats to enterprise IT
AI is all the rage -- and so is shadow AI. Learn how unsanctioned use of generative AI tools can open organizations up to significant risks and what to do about it. Continue Reading
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Definition
30 Jan 2024
Retrieval-Augmented Language Model pre-training
A Retrieval-Augmented Language Model, also referred to as REALM or RALM, is an artificial intelligence language model designed to retrieve text and then use it to perform question-based tasks. Continue Reading
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Opinion
30 Jan 2024
How contact center modernization plays into AI strategies
Contact center workers want to work in different ways, so more leaders are experimenting with GenAI. ESG research explores the maturity of contact center tech. Continue Reading
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Tip
29 Jan 2024
Compare the top 10 marketing automation software
With the right marketing automation software, marketers can streamline their workflows and focus more on creative tasks. This list compares the top vendors in this space. Continue Reading
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Tip
29 Jan 2024
10 top talent management software systems in 2024
Learn the top talent management software vendors and the advantages and disadvantages of each as well as important talent management software implementation considerations. Continue Reading
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Feature
25 Jan 2024
What does generative AI mean for the legal sector?
Generative AI tools such as ChatGPT are entering law practices, promising more efficiency and less time spent on rote tasks. But risks remain around accuracy, ethics and privacy. Continue Reading
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News
24 Jan 2024
Pegasystems unveils AI assistant for knowledge management
The workflow automation vendor aims to simplify informational querying processes with an iterative conversational interface that can automatically search all data sources. Continue Reading
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News
23 Jan 2024
ElevenLabs' funding success shows growth of AI voice market
The startup has quickly raised a total of $101 million, reflecting the fast growth of new technologies like deep neural networks. Along with growth comes challenges. Continue Reading
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News
23 Jan 2024
Watsonx AI bots assist IBM Consulting in client GenAI projects
IBM Consulting rolls out role-based bots to streamline consultants' work as they enable digital transformation for customers. Continue Reading
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Tip
23 Jan 2024
Top AI recruiting tools and software of 2024
AI is infiltrating every corner of recruiting and talent acquisition. Here's how to evaluate AI tools, and 13 that merit serious consideration. Continue Reading
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Tip
19 Jan 2024
On premises vs. cloud pros and cons, key differences
Immersed in the 'should I stay or should I go' cloud migration debate? Before vacating the premises and moving 'up there,' ponder these advantages and disadvantages. Continue Reading
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News
18 Jan 2024
AI startup Writer expands LLMs with multilingual capabilities
Multilingual LLM capabilities make generative AI more accessible in non-English-speaking countries. However, they must be accurate. Continue Reading
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Feature
17 Jan 2024
Challenges the fintech industry faces with generative AI
As the new technology has exploded in other industries, financial organizations are also exploring how they can apply it. However, regulatory requirements hinder fast adoption. Continue Reading
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News
17 Jan 2024
Microsoft delivers Copilot Pro, eliminates 300 seat minimum
Copilot Pro, a faster version of Microsoft's AI tool, debuts with features such as 'roll your own GPT,' where users can build custom LLMs, along with looser license requirements. Continue Reading
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Definition
12 Jan 2024
What is hybrid cloud? The ultimate guide
A hybrid cloud is a cloud computing environment that uses a mix of on-premises, private cloud and third-party public cloud services with orchestration among these platforms. Continue Reading
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News
11 Jan 2024
OpenAI GPT Store allows developers to share custom GPT apps
The AI vendor introduced the highly anticipated store that enables developers to share their applications. It also introduced a new collaborative workspace for employees. Continue Reading
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News
10 Jan 2024
Zendesk acquires Klaus for AI-backed quality assurance in CX
The customer service vendor acquires the vendor to build out its workforce management capabilities and bring a more integrated experience for users with both applications. Continue Reading
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News
09 Jan 2024
OpenAI's fair use claim against The New York Times lawsuit
The AI vendor claims it is widely accepted to use materials from the internet to train AI models. It also suggested that the Times manipulated models to regurgitate old materials. Continue Reading
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Tip
09 Jan 2024
How to overcome the top 6 marketing automation challenges
Marketing automation tools can improve employee productivity if organizations avoid common pitfalls, such as poor planning and a lack personalized messaging. Continue Reading
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News
09 Jan 2024
The need for tools such as Getty Generative AI by iStock
The model, based on Nvidia Picasso, comes as copyright lawsuits against AI vendors widen. It competes with other image-generating models such as Adobe Firefly and Midjourney. Continue Reading
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Video
08 Jan 2024
What is sentiment analysis?
Learn how AI is used to perform sentiment analysis, the different categories of sentiment that can be identified and how the analysis can be used to improve customer satisfaction. Continue Reading
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Video
05 Jan 2024
What is natural language processing (NLP)?
NLP enables computers to understand language like humans. This video explores its techniques, applications and challenges, highlighting its importance in businesses. Continue Reading
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Tip
05 Jan 2024
7 keys to an effective hybrid cloud migration strategy
Cloud readiness, storage costs, network lag and metrics can make or break the choice to move data, applications and workloads to today's more complex hybrid cloud environment. Continue Reading
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Tip
04 Jan 2024
8 hybrid cloud security challenges and how to manage them
Hybrid cloud's benefits are many and varied but so are the security issues surrounding integration, compatibility, governance, compliance, APIs, visibility and responsibility. Continue Reading
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Tip
02 Jan 2024
Pros and cons of 10 common hybrid cloud use cases
For businesses contemplating the advantages and disadvantages of their applications living in a distributed cloud infrastructure, take a cue from these hybrid cloud use cases. Continue Reading
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Feature
28 Dec 2023
The future of hybrid cloud: What to expect in 2024 and beyond
For companies modernizing their business operations, hybrid cloud's embrace of AI, edge computing and integration promises unique levels of flexibility, security and control. Continue Reading
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Definition
27 Dec 2023
hyperautomation
Hyperautomation is a framework and a set of advanced technologies for scaling automation in the enterprise. The ultimate goal of hyperautomation is to develop a process for automating enterprise automation. Continue Reading
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Feature
19 Dec 2023
Catch up on the top AI news of 2023
Look back on a hectic year in AI and get up to speed for 2024 by catching up on some of TechTarget Editorial's top AI news stories from the past year. Continue Reading
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Feature
19 Dec 2023
Five generative AI trends to look for in 2024
The boom will persist as enterprises become acclimated to the technology. More enterprises will start using genAI systems and organizations will incorporate governance measures. Continue Reading
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News
18 Dec 2023
Veeam exec illustrates how AI fits into backup, recovery
Veeam CTO Danny Allan details the impact of AI on backup and how his company uses the tech. He also discusses what he's heard from users about Broadcom's VMware acquisition. Continue Reading
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Feature
18 Dec 2023
How AI is shaping the future of ERP
Generative AI and other machine learning tools are being added to ERP at a rapid pace, bringing new levels of automation and efficiency to business processes across the enterprise. Continue Reading
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News
15 Dec 2023
Small language models an emerging GenAI force
Enterprises are unwilling to pay for large language models to accomplish simple business tasks with generative AI. They're looking at cheaper small language models. Continue Reading
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Opinion
13 Dec 2023
6 generative AI predictions for 2024
Analyst Mike Leone predicts what's next for generative AI -- from open source to regulatory shifts -- offering a comprehensive view of where the industry is headed in 2024. Continue Reading
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Feature
11 Dec 2023
How generative AI could change healthcare
Generative AI has joined the ranks of healthcare professionals in early use cases from medical research to patient communications. AI at scale isn't far behind. Continue Reading
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Feature
11 Dec 2023
Big money investments, not acquisitions, fuel GenAI startups
With the generative AI explosion comes a new trend for the tech giants. Instead of buying smaller companies, big cloud vendors are partnering with the startups. Continue Reading
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News
11 Dec 2023
Atlassian releases AI capabilities for Jira and Confluence
The new capabilities show the rising prominence of software development copilots and lay the foundation for better knowledge management in an organization. Continue Reading
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Feature
08 Dec 2023
Generative AI as a copilot for finance and other sectors
While many fear that the popularity of large language models could lead to job loss and replacement, some industries such as finance and education are using AI to augment workers. Continue Reading
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News
08 Dec 2023
Fossil's experience building an internal AI image generator
AI hallucinations are generally considered a bug of the technology to be worked out as it evolves. But uncanny and imaginative AI-generated output can sometimes be a benefit. Continue Reading
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News
07 Dec 2023
How generative AI is changing the fashion industry
The industry is using AI technology in design and skin care. Some companies are going beyond generative tools, using computer vision and augmented reality. Continue Reading
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Tip
06 Dec 2023
How to implement AI into cloud management and operations
AI is becoming a transformative feature of cloud, but it means nothing if you don't have a proper strategy. Find out how to fold AI into management practices. Continue Reading
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Feature
06 Dec 2023
In 2023, generative AI made inroads in customer service
This year saw the rise of new intelligent capabilities for contact centers to support human and virtual agents in their abilities to deliver effective answers and services faster. Continue Reading
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News
04 Dec 2023
AWS customers grapple with generative AI shortfalls
Enterprises fear failing to accommodate technical immaturity, ensure data security and governance, prevent biases built into models, and correct the erroneous responses of LLMs. Continue Reading
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Podcast
04 Dec 2023
AI-assisted driving here long before autonomous vehicles
An AI-powered driver assist platform from Nauto helps fleet drivers deliver their goods safely. Using voice commands, the system acts as a real-time coach. Continue Reading
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Answer
30 Nov 2023
AI speech technology offers enterprises benefits, risks
AI offers intriguing prospects to companies looking for ways to get more value from their speech recognition systems. But be wary of expecting too much, too fast. Continue Reading
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News
29 Nov 2023
AWS intros new GenAI tools for images and model training
The tech giant's new image generator produces realistic images while also providing features for editing. SageMaker HyperPod helps reduce training times for foundation models. Continue Reading
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News
28 Nov 2023
AWS Amazon Connect adds generative AI for the contact center
The tech giant unveils generative AI capabilities, reminding CX competitors that it has a long history with conversational AI and can offer many intelligent customer service tools. Continue Reading
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Podcast
20 Nov 2023
Diving into Wayfair's machine learning odyssey
From starting with using the technology to determine the best marketing mediums to using GenAI tools internally, the online retail giant's AI experience has evolved. Continue Reading
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Tip
17 Nov 2023
A guide to ChatGPT Enterprise use cases and implementation
ChatGPT Enterprise promises powerful generative AI capabilities for business use cases, but successful implementation requires careful planning for security, costs and integration. Continue Reading
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Feature
17 Nov 2023
Enterprises weigh open source generative AI risks, benefits
At EmTech MIT, experts explored the challenges and benefits of adopting generative AI in the enterprise, including the pros and cons of open source generative AI models. Continue Reading
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News
16 Nov 2023
Microsoft adds AI tools for Copilot in Teams, collaboration
New generative AI capabilities enhance real-time meeting notetaking by identifying each speaker and enabling users to convert meeting discussion points into whiteboard formats. Continue Reading
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Opinion
15 Nov 2023
Microsoft Ignite highlights future of AI, customer success
Advancements in AI will affect businesses and customers alike. Learn about the future of AI from Microsoft Ignite's Analyst Day, and how it will affect CX and app development. Continue Reading
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News
15 Nov 2023
Microsoft expands AI reach with Azure AI studio, genAI tools
Microsoft's new platform is a studio for building, exploring and testing models. The tech giant is also incorporating Dall-E 3, GPT-3.5 Turbo and GPT-4 Turbo within Azure AI. Continue Reading
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News
15 Nov 2023
Microsoft adds more AI tools to Copilot for Sales, Service
The new capabilities let sales and service teams access customer information from apps such as a knowledge base or CRM system using natural language prompts in Microsoft platforms. Continue Reading
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Feature
14 Nov 2023
Enterprise IT shops more likely to buy GenAI than build it
GenAI power requirements, the cost of computing and storage, and the high salaries demanded by AI specialists make it unlikely enterprises will take a do-it-yourself approach. Continue Reading
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Tip
14 Nov 2023
AI vs. machine learning vs. deep learning: Key differences
The terms artificial intelligence, machine learning and deep learning are often used interchangeably, but they aren't the same. Understand the differences and how they're used. Continue Reading
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Feature
13 Nov 2023
SD-WAN deployments feed SASE network and security convergence
Enterprise Strategy Group's Bob Laliberte discusses the latest findings in his newly released report and why SD-WAN's direct cloud connectivity feeds SASE business initiatives. Continue Reading
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News
09 Nov 2023
DataRobot GenAI features aim to address enterprise concerns
The AI vendor's new capabilities addresses concerns about the new technology, such as governance, cost and scale. It also helps enterprises bridge two types of AI. Continue Reading
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Feature
07 Nov 2023
How generative AI is changing creative work
Text, image and audio generators offer new content creation capabilities, but they raise concerns about originality, ethics and the impact of automation on creative jobs. Continue Reading
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Podcast
06 Nov 2023
Tech industry reaction to Biden's AI executive order mixed
While it's the first extensive statement from the U.S. government on governing and promoting AI, it falls short of providing actionable steps to vendors. Continue Reading
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Opinion
02 Nov 2023
Microsoft's Copilot AI assistant brings upside, cost and risk
Microsoft's Copilot AI assistant arrives for office productivity apps. Not everyone's going to buy it at once, and it does come with risks common to all generative AI. Continue Reading
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News
01 Nov 2023
Mural intros Mural AI, integrates with Microsoft 365 Copilot
The integration of Copilot into the visual collaboration platform shows how vendors are working together to bring customers generative AI tools that interoperate between systems. Continue Reading
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Tip
01 Nov 2023
Minimize the high costs of AI in cloud with FinOps
Deploying and managing AI applications can become costly, especially if it is your first generative AI initiative. Learn how these costs can impact cloud costs. Continue Reading
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Podcast
31 Oct 2023
AI speech-to-text eavesdropping can serve the greater good
Intelligent Voice CTO Nigel Cannings explains how AI-based speech-to-text technology can catch criminals, protect privacy and ensure regulatory compliance. Continue Reading
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Tip
27 Oct 2023
9 tips to measure and improve digital transformation ROI
Amid a rapidly changing business landscape and competing priorities, a compelling ROI is all the more critical to justify and secure funding for digital transformation projects. Continue Reading
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News
26 Oct 2023
How Amazon AI image generation could help advertisers
The tech giant joins others using generative AI technology to cater to advertisers and help small businesses scale their advertising through personalization. Continue Reading