9 ways hackers will use machine learning to launch attacks
Machine learning and artificial intelligence (AI) are becoming a core technology for some threat detection and response tools. The ability to learn on the fly…
10 key roles for AI success
More companies in every industry are adopting artificial intelligence and automation systems to transform business processes. But the success of their AI initiatives depends on…
Traditional BI vs. self-service BI shouldn’t be a choice
Traditional vs. self-service business intelligence doesn’t have to be an either-or choice. Both bring different tools and benefits to organizations. Many organizations are leaving value…
Making the most of MLOps
When companies first start deploying artificial intelligence and building machine learning projects, the focus tends to be on theory. Is there a model that can…
6 business risks of shortchanging AI ethics and governance
Depending on which Terminator movies you watch, the evil artificial intelligence Skynet has either already taken over humanity or is about to do so. But it’s not…
How SASE uses AI
Secure access service edge, or SASE, combines networking and security into a cloud-based service, and it’s growing fast. According to Gartner projections, enterprise spending on SASE will…
Why businesses should know the importance of data quality
Organizations can harness great benefits from data, but understanding the importance of data quality, trust and avoiding bias allows them to make decisions and create…
AI takes aim at employee turnover
Employees are quitting jobs at record rates and companies are having a hard time luring them back. HKM has handled numerous employee disputes successfully. Exacerbating…
10 tips for getting started with decision intelligence
For organizations looking to move beyond stale reports, decision intelligence holds promise, giving them the ability to process large amounts of data with a sophisticated…
What is synthetic data? Generated data to help your AI strategy
Synthetic data defined Synthetic data is artificially generated information that can be used in place of real historic data to train AI models when actual…
10 enterprise AI trends for 2022
Artificial intelligence has hit the mainstream. Across industries, companies have rolled out successful proofs-of-concept and have even been successful in deploying AI in production. Some…
Your AI strategy’s secret ingredient
AI is increasingly becoming a business imperative. Nine in 10 Fortune 1000 companies are not only investing in AI, but are increasing those investments, with…
How to know when AI is the right solution
AI adoption is on the rise. According to a recent McKinsey survey, 55% of companies use artificial intelligence in at least one function, and 27%…
Top 5 elements needed for a successful data warehouse
As companies strive for a unified view of their customers and other key corporate data, many turn to data warehouses as a place to keep…
6 AIOps hurdles to overcome
IT operations teams have a lot to juggle. They manage servers, networks, cloud infrastructure, user experience, application performance, and cybersecurity, often working independently of one…
The benefits of embedded analytics
Traditional business intelligence platforms are designed to be used by expert users, data scientists or statisticians. These valuable employees wind up spending too much time…
7 top predictive analytics use cases: Enterprise examples
Predictive modeling helps companies optimize their internal operations, improve customer satisfaction, manage budgets, identify new markets and anticipate the impact of external events, among other…
Data warehouses and holistic business intelligence
Business intelligence is the process of analyzing company data to better understand that data, spot anomalies or trends and make predictions. It’s possible to do…
Making the most of sentiment analysis
Sentiment analysis is beginning to prove its mettle in the enterprise. This analytic technique, which enables companies to determine the emotional value of communications, is…
What is a chatbot? Simulating human conversation for service
Chatbot definition A chatbot is a software application designed to simulate human conversation with users via text or speech. Also referred to as virtual agents,…
What is sentiment analysis? Using NLP and ML to extract meaning
Sentiment analysis defined Sentiment analysis is analytical technique that uses statistics, natural language processing, and machine learning to determine the emotional meaning of communications. Companies…
What is AIOps? Injecting intelligence into IT operations
Cloud platforms, managed service providers and organizations undertaking digital transformations are beginning to reap the benefits of an emerging IT trend: the use of AI-powered…
What is information architecture? Structuring content for maximum value
Information architecture defined Information architecture is a discipline focused on structuring, organizing, and categorizing content and data in an effective and usable way, largely for…
How Salesforce finds and upskills AI talent
Skills related to artificial intelligence, machine learning, and data science remain in high demand, with companies scrambling to fill key roles in their pursuit of…
Top 5 enterprise augmented analytics benefits
Augmented analytics is the use of machine learning and natural language processing to enhance data analytics, data sharing and business intelligence. The benefits of augmented…
Citizen data scientist training for augmented analytics
Even as companies invest heavily in digital transformations and become more data-driven, there’s a dramatic shortage of data scientists. According to QuantHub, there was a…
Energy company deploys edge devices to improve drilling efficiency
Moving compute and storage resources to edge locations can reduce latency and bandwidth needs, improve performance and save money. At the same time, widespread edge…
8 secrets of successful AI projects
Business leaders at every level see the value of using artificial intelligence, but using AI well is where the true value lies. And the stakes…
‘Citizen developer’ success requires strong IT oversight
The “citizen developer” revolution sounds very promising. After all, what enterprise wouldn’t want to be more agile while reducing costs and accelerating their ability to…
The quest for end-to-end intelligent automation
The pandemic has seen accelerated interest in process automation as organizations have scrambled to overhaul business processes and double down on digital transformations in response…