Enterprise AI Strategy
Top Stories
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News
05 Aug 2026
AI Kill Switch Act: What it means for enterprise leaders
The proposed bill could apply to much more than just frontier model makers and might signal stricter regulatory restrictions for enterprise leaders to contend with. Continue Reading
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Opinion
27 Jul 2026
How to manage the gap between enterprise AI use and AI regulation
Companies are deploying AI across their organizations faster than lawmakers are building consistent rules to govern it, leaving CIOs to navigate an expanding patchwork of state requirements. 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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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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Feature
09 Nov 2023
Explore real-world examples of AI implementation success
In 'All-In on AI,' authors Davenport and Mittal explore AI implementation examples from organizations that already made the AI leap with success. Read this book excerpt to learn more. Continue Reading
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News
08 Nov 2023
OpenAI's new versions of GPT target more enterprises
The vendor targets enterprises with new tools and products tailored to what businesses and developers need to incorporate generative AI, including better pricing. Continue Reading
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Feature
04 Oct 2023
Custom generative AI models an emerging path for enterprises
Custom enterprise generative AI promises security and performance benefits, but successfully developing models requires overcoming data, infrastructure and skills challenges. Continue Reading
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Tip
02 Oct 2023
Explore 14 real-world use cases for adaptive AI
Adaptive AI's ability to alter its code in response to changing circumstances is useful in dynamic, complex environments. Discover potential business use cases for this technology. Continue Reading
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News
25 Sep 2023
Amazon's $4B investment in Anthropic fuels GenAI race
This makes the tech giant Anthropic's primary cloud provider. This arrangement is different from Google's investment in the AI startup and Microsoft's investment in OpenAI. Continue Reading
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Podcast
25 Sep 2023
Global hiring tech vendor Oyster treads carefully with AI
The HR tech vendor, which serves companies looking to hire employees globally as part of the distributed workforce, is taking a cautious approach to AI, especially generative AI. Continue Reading
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Feature
21 Sep 2023
Lessons on integrating generative AI into the enterprise
At Generative AI World 2023, various industries convened to explore existing and potential generative AI use cases. Review insights from one company's implementation experience. Continue Reading
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Tip
18 Sep 2023
Evaluate model options for enterprise AI use cases
To successfully implement AI initiatives, enterprises must understand which AI models will best fit their business use cases. Unpack common forms of AI and best practices. Continue Reading
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News
14 Sep 2023
A venture capitalist's take on generative AI investment
Funding for startups such as Anthropic, Cohere and Hugging Face shows that money is still flowing into the market. However, the criteria for funding are still strict. Continue Reading
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Feature
31 Aug 2023
Generative AI in business: Fast uptake, earmarked funding
More than half of IT and business decision-makers said they have generative AI on the near-term adoption track, according to a report from TechTarget's Enterprise Strategy Group. Continue Reading
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News
29 Aug 2023
ChatGPT Enterprise targets some enterprise concerns, not all
While the new product does not use customer prompts or company data in training OpenAI products, it fails to address other concerns surrounding hallucinations and copyright. Continue Reading
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News
24 Aug 2023
Meta AI translation model not ready for the enterprise
The tech conglomerate's new AI model is a move toward universal translation. However, the vendor needs the open source community to help ready the model for the enterprise. Continue Reading
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News
22 Aug 2023
Opportunities, challenges of ServiceNow generative AI plan
The vendor said that while it is creating its own LLM models, it's not interested in winning the LLM war. Instead, it wants its customers to use the models for specific use cases. Continue Reading
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News
16 Aug 2023
Google’s search generative experience and its AI strategy
The vendor upgrades SGE with new definition and code features. The search experience updates dispel earlier concerns about the tech giant's search business. Continue Reading
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News
15 Aug 2023
What big Korean telecom's investment in Anthropic AI means
The telecom giant revealed that it will invest $100 million in the AI research vendor. The vendor will build a telecom-specific LLM to support the Global Telco AI Alliance. Continue Reading
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Feature
11 Aug 2023
What vendors must know about the AI assistant craze
More vendors are introducing products to assist enterprises and consumers complete mundane tasks. But there's a need to be strategic and transparent with these products. Continue Reading
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Tip
26 Jul 2023
Pros and cons of ChatGPT for finance and banking
While LLMs show promise in the financial industry, responsible implementation requires proceeding with caution. Explore potential use cases and considerations to keep in mind. Continue Reading
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News
21 Jul 2023
AI hype far exceeds its use within enterprises
Experts say most organizations are holding back on spending while investigating the cost, legal liabilities and data privacy risks associated with generative AI use. Continue Reading
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News
19 Jul 2023
Meta Llama 2 brings new opportunity for enterprises
The new LLM version is open for commercial use, meaning enterprises can train and experiment with it more. The social media giant also expanded its partnership with Microsoft. Continue Reading
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News
18 Jul 2023
A look at writers' battle to get AI vendors to pay them
An Authors Guild open letter asks vendors to pay for works previously used to train generative AI systems and calls for lawmakers to tighten copyright laws. Continue Reading
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Opinion
17 Jul 2023
Tracking recent generative AI news from 9 big tech companies
Analyst Mike Leone breaks down the latest generative AI announcements and products from big tech, spanning conversational AI, developer tools, industry partnerships and more. Continue Reading
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Opinion
05 Jul 2023
HPE goes all-in on supercomputing in the cloud
Given the popularity of large language model technology, tech vendors such as HPE are now looking to give customers offerings to help them train these models. Continue Reading
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Tip
28 Jun 2023
How AI can help businesses circumvent inflation
AI can potentially help businesses avoid -- and even counteract -- inflation. Machine learning may be better at this than large language models. Continue Reading
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News
22 Jun 2023
AWS invests $100 million in new generative AI program
The Generative AI Innovation Center will connect AWS machine learning experts and data scientists with enterprises. Enterprises can also use AWS services to train and scale models. Continue Reading
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News
08 Jun 2023
AI startup Cohere raises $270 million from big tech vendors
The new funding comes as the generative AI market grows rapidly and investors pour money into companies that build foundation models. Cohere competes with GPT creator OpenAI. Continue Reading
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News
07 Jun 2023
Global workforce firm uses Glean's generative AI assistant
The distributed global workforce platform vendor uses generative AI search to find information across its network. As an early user, Velocity Global found it helps with efficiency. Continue Reading
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Feature
22 May 2023
ChatGPT in the current manufacturing landscape
Industry leaders in manufacturing must understand the challenges posed by ChatGPT and other generative AI technologies to overcome them and reap AI's benefits. Continue Reading
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News
19 May 2023
Effects on enterprises of OpenAI's ChatGPT for iOS
The iOS app makes accessibility easier for enterprises already using the desktop version of the generative AI system. It may lead to new applications but also to security concerns. Continue Reading
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Tip
17 May 2023
Use cases show the combined potential of AI and blockchain
AI and blockchain are both hot topics in IT, yet used for different purposes. However, enterprises across various sectors can now combine both technologies to their advantage. Continue Reading
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News
05 May 2023
For enterprise generative AI adoption, custom models are key
Enterprise interest in deploying generative AI is on the rise, but challenges remain around security, infrastructure requirements and integration with existing systems. Continue Reading
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News
03 May 2023
Problems with generative AI for firms such as JPMorgan Chase
Large language models carry significant risk for enterprises. For JPMorgan Chase, mitigating the risk means creating a learning environment and monitoring the use of the models. Continue Reading
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News
14 Apr 2023
AWS' new generative AI service fills need in market
The cloud giant partnered with startups including Stability AI and AI21 Labs to offer a service that enables enterprises to create their own foundation models without leaving AWS. Continue Reading
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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
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News
28 Mar 2023
AI vendor Cerebras releases 7 open source LLMs
The hardware/software vendor diverges from tech giants such as Google, Meta and Microsoft partner OpenAI by making models available to both researchers and for-profit enterprises. Continue Reading
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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
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Tip
16 Mar 2023
Why continuous training is essential in MLOps
Organizations with machine learning strategies must consider when evolving data needs require continuous training of ML models. Continue Reading
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News
16 Mar 2023
How a time series forecasting vendor uses PyTorch Lightning
Time series forecasting company Nixtla uses the framework for building deep learning models as it works to develop open source software for its customers. Continue Reading
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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
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News
08 Mar 2023
Microsoft incorporates AI foundation model in business apps
The tech giant made the Florence foundation model available to a wider audience through Azure Cognitive Services. The service also is now available in Teams and other applications. Continue Reading
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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
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News
28 Feb 2023
FTC wants vendors to stop lying about 'AI-powered' products
As AI's popularity grows with trendy tools such as ChatGPT, the federal agency warns vendors that are lying about how their products are built or performing. Continue Reading
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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
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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
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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
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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
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News
25 Jan 2023
ChatGPT could boost phishing scams
The conversational AI tool could make it hard to detect attackers due to how conversant and grammatically correct it is. A way to combat that is to create a detector. Continue Reading
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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
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News
23 Jan 2023
What Microsoft's new investment in OpenAI means for Google
The investment was expected as ChatGPT drew immediate worldwide attention. Observers now look to Google to see how the dominant search vendor will respond to ChatGPT's popularity. Continue Reading
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News
19 Jan 2023
DataStax acquires ML vendor as part of AI evolution
The acquisition will let customers apply machine learning to real-time events. It is a natural step toward AI technology for the vendor as it looks to stay competitive. Continue Reading
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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News
22 Sep 2022
Domino Data Lab partnerships target AI project management
The vendor has integrated its Nexus MLOps platform with Nvidia GPU architecture and the NetApp data management and storage system to help organizations better deploy ML projects. Continue Reading
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News
14 Sep 2022
AI vendor SambaNova intros next generation of DataScale
The AI vendor released an updated version of its DataScale system. The new system boasts improved performance and expanded memory for enterprises working with large models. Continue Reading
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News
26 Aug 2022
Troubled AI vendor DataRobot hit by more layoffs
The layoffs come after the former CEO quit amid criticism that he and top execs dumped stock as the company's financial outlook dimmed. The AI vendor is now in downsizing mode. Continue Reading
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Feature
24 Aug 2022
How businesses can benefit from conversational AI applications
Conversational AI tools have traditionally been limited in scope, but as they become more humanlike, businesses have realized their potential and applied them to more use cases. Continue Reading
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News
11 Aug 2022
Lessons enterprises can learn from Meta BlenderBot 3
The tech giant's AI chatbot raises concerns on how enterprises can train natural language generative systems without creating controversial and damaging products. Continue Reading
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News
02 Aug 2022
UiPath acquires NLP vendor in effort to expand beyond RPA
The vendor's acquisition aligns with its strategy of expanding beyond its robotic process automation footprint to try to compete more effectively with tech giants. Continue Reading
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News
22 Jul 2022
OpenAI Dall-E could spark enterprise creativity
The natural language tool could entice enterprise users who create content and are interested in the metaverse -- if it can pass muster with the corporate compliance team. Continue Reading
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Feature
15 Jul 2022
The future of data science: Career outlook and industry trends
The future of data science as a profession is unclear, as new technologies change the responsibilities of data scientists. It may also soon change the nature of the job. Continue Reading
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News
14 Jul 2022
AI21 secures $64M in funding as NLP market grows
AI21 Labs is now worth $664 million. Its growth shows the demand for more language models and tools despite the dominance of models like OpenAI's GPT-3, GPT-J and GPT-Neo. Continue Reading
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Feature
08 Jul 2022
How enterprises can establish an AI-first data strategy
Enterprises looking to mature in their use of AI must focus on the information they're putting into their models. Their models should create trust in their business. Continue Reading
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Feature
28 Jun 2022
Hybrid AI examples demonstrate its business value
As businesses weigh the potential benefits of implementing AI systems, hybrid AI examples demonstrate the technology's practical value for businesses. Continue Reading
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Tip
24 Jun 2022
Real-world hyperautomation examples show AI's business value
Hyperautomation examples in the real world help businesses automate as many of their processes as possible and achieve their strategic goals. AI is instrumental in these efforts. Continue Reading
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Conference Coverage
10 May 2022
IBM Think 2022 news, trends and analysis
AI adoption is driving advancement of cybersecurity and other business processes. At IBM Think 2022, enterprise leaders will learn how to capitalize on game-changing technologies. Continue Reading
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Tip
17 Mar 2022
How companies can achieve AI ROI
Companies realize AI for security is crucial to mitigate today's threats and think ROI from such investments is achievable. The investment community is also bullish on the future of AI ROI. Continue Reading
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News
10 Mar 2022
RPA market expected to plateau in the next few years
While the technology was useful during the pandemic, enterprises are shifting away from its simple fix and are looking at more complex ways of automating business processes. Continue Reading
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Feature
02 Mar 2022
Enterprise hybrid AI use is poised to grow
Hybrid AI is an approach for businesses that combines human insight with machine learning and deep learning networks. Despite certain challenges, experts believe it shows promise. Continue Reading
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News
17 Feb 2022
Nintex expands range by acquiring RPA vendor Kryon
Acquiring Kryon enables Nintex to expand its scale. Robotic process automation is important for enterprises seeking digital transformation in their business. Continue Reading
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News
08 Feb 2022
Fintech vendor releases AI tool for commercial real estate
Unlike the residential real estate market, growth in commercial real estate has been slow. A fintech vendor is seeking to fill a market need for commercial real estate data. Continue Reading
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Feature
07 Feb 2022
How enterprises will use the still-undefined metaverse
Some metaverse systems will affect the future of work and how enterprises operate. However, their impact will be fully seen only after the full meaning of the metaverse is known. Continue Reading
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Definition
21 Jan 2022
predictive modeling
Predictive modeling is a mathematical process used to predict future events or outcomes by analyzing patterns in a given set of input data. Continue Reading
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News
06 Jan 2022
AI vendor Fractal kicks off 2022 with $360M fund raise
The AI vendor's fundraising success shows investors' willingness to pump money into vendors that are applying AI in vertical industries. Continue Reading
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Feature
20 Dec 2021
Why TinyML use cases are taking off
TinyML technology can successfully collect and analyze data in real scenarios, as demonstrated in various use cases. Continue Reading
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Feature
14 Dec 2021
How warehouse automation robotics transformed the supply chain
To maximize efficiency in warehouses and ameliorate supply chain issues, companies are turning to automation technology, leading them to embrace warehouse automation robotics. Continue Reading
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Feature
03 Dec 2021
A look at Honeywell's digital transformation strategy
The century-old, multinational conglomerate is going through internal and external changes. The survival of its brand will depend on maintaining its trust and reputation. Continue Reading
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Feature
04 Nov 2021
How RPA and machine learning work together in the enterprise
Use cases demonstrate how using RPA and machine learning with other AI techniques achieves 'intelligent automation,' but the best automation solution depends on a company's needs. Continue Reading
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News
02 Nov 2021
Microsoft gives enterprises preview of Azure OpenAI service
During the Ignite 2021 virtual conference, the tech giant previewed its new enterprise AI language service that it said provides enterprises with security, compliance and scale. Continue Reading
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Feature
29 Oct 2021
Strategies to successfully deploy AI in the enterprise
Deloitte executive director Beena Ammanath talks about ways businesses can see successful return on their investment and deployment of artificial intelligence. Continue Reading
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News
05 Oct 2021
Mailchimp AI tool targets small-business email marketing
The veteran email marketing vendor's new tool, the result of its purchase of martech vendor Inspector 6, is aimed at boosting small businesses' email campaigns with AI. Continue Reading
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Feature
26 Aug 2021
RPA market booms as enterprises automate with bots
The RPA sector is expected to reach nearly $3 billion this year as new vendors compete with larger established RPA specialists and tech giants for enterprise automation business. Continue Reading
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Feature
12 Aug 2021
Why transparency in AI matters for businesses
To ensure model accuracy, businesses need to understand why their machine learning models make their decisions. Certain tools and techniques can help with that. Continue Reading
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Feature
09 Jul 2021
The benefits of an AI-first strategy
Enterprises should put AI first in their business strategies by constantly collecting and using new data to power AI models, argues startup investor Ash Fontana. Continue Reading
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News
09 Jun 2021
M&A wave rising in hot AI market
The market is ripe for more AI M&A deals as enterprise demand for AI talent, MLOps and vertical applications rose during the pandemic. Continue Reading
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Feature
08 Jun 2021
10 AI tech trends data scientists should know
The rising environmental and monetary costs of deep learning are catching enterprises' attention, as are new AI techniques like graph neural networks and contrastive learning. Continue Reading
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Feature
08 Jun 2021
Advanced SQL skills boost data scientists' value
Learning advanced SQL skills can help data scientists effectively query their databases and unlock new insights into data relationships, resulting in more useful information. Continue Reading
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News
25 May 2021
Affectiva emotion AI vendor latest in AI acquisition wave
Amid a surging market for AI technology, Smart Eye, a vendor of AI-based eye tracking and driver tracking systems, acquires a vendor of emotion-sensing AI software. Continue Reading
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Feature
25 May 2021
4 AI career path trajectories for IT professionals
As the desire for AI and machine learning in-house skills skyrocket, those looking to break into the market have a variety of career path options, including AI architect and BI developer. Continue Reading
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News
21 May 2021
Google racing to catch up in growing enterprise AI market
At Google I/O this week, the tech giant launched a new enterprise machine learning platform and language recognition model, and advanced other AI products under development. Continue Reading