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As they embark on their AI journey, many people have discovered their data is garbage, says Eric Helmer, chieftechnologyofficer for software support company Rimini Street. For many CIOs, preparing their data for even one AI project is a tall order. They arent sure where it is among hundreds of different systems in some cases.
Dun and Bradstreet has been using AI and ML for years, and that includes gen AI, says Michael Manos, the companys CTO. To help address the problem, he says, companies are doing a lot of outsourcing, depending on vendors and their client engagement engineers, or sending their own people to training programs.
A lack of AI expertise is a problem, however, when other company leaders often turn to CIOs and other IT leaders as the “go-to people” for solving AI problems, says Pavlo Tkhir, CTO at Euristiq, a digital transformation company. “A Tkhir calls on organizations to invest in AI training.
What is a CTO? The chieftechnologyofficer (CTO) is the senior executive who focuses on the technological requirements, opportunities, and challenges within an organization. What does a CTO do? What does a CTO do? Years ago, the CTO most often led the infrastructure function.
” Powers’ idea — and Physna’s technology — was a long time coming. A lawyer by training and an entrepreneur at heart, Powers came to the problem of three-dimensional search through his old day job as an intellectual property lawyer.
The future is now Even with some issues to work out, and some resistance from developers to AI coding assistants, AI-native coding is the future, says Drew Dennison, CTO of code security startup Semgrep. It may be difficult to train developers when most junior jobs disappear. Gen AI tools are advancing quickly, he says.
Lack of properly trained candidates is the main cause of delays, and for this reason, IT and digital directors in Italy work together with HR on talent strategies by focusing on training. We provide continuous training and have also introduced Learning Friday as a half-day dedicated to training,” says Perdomi.
According to Tonal, the new funds will allow it to spend more on marketing its strength-training product to shoppers to increase brand visibility, grow its catalog of streamed fitness classes and invest further in operations and scaling its business to meet increased demand.
It’s only as good as the models and data used to train it, so there is a need for sourcing and ingesting ever-larger data troves. But annotating and manipulating that training data takes a lot of time and money, slowing down the work or overall effectiveness, and maybe both. V7 even lays out how the two services compare.)
For many organizations, preparing their data for AI is the first time they’ve looked at data in a cross-cutting way that shows the discrepancies between systems, says Eren Yahav, co-founder and CTO of AI coding assistant Tabnine. But that’s exactly the kind of data you want to include when training an AI to give photography tips.
It’s very easy to get quick success with a prototype, but there is hidden cost involved in making your data AI ready, training your AI models with corporate data, tuning it post deployment, putting the controls to limit abuse, biases, and hallucinations.”
Jim Chilton is an award-winning CIO who serves as the chieftechnologyofficer of Cengage Group, an innovative disruptor in the edtech space. As a business and technology executive, Chilton leverages his unique experiences to drive innovation and optimize technology throughout the company.
The services created a new class of citizen developers , but trained programmers were still needed for complex coding projects. Prashanth Ram, CTO at IT training and engineer placement firm Smoothstack, agrees AI wont eliminate the need for developers. The job will evolve as most jobs have evolved.
Sergey Kastukevich, deputy CTO of iGaming software development company SoftSwiss, says most organizations would like more flexibility in the decision-making processes, and IT needs to implement more agile processes that help business leaders respond to evolving circumstances. You can’t ignore what’s going on in the world,” he says.
Your communication strategy is lacking Leaders often overlook the importance of building strong communication links between management and team members, says Pavlo Tkhir, CTO at software development firm Euristiq. You can be the executive sponsor, assigning someone from your organization who you would like to train in this area, she says.
Nantha Ram, Head of Cybersecurity Engineering and Automation of a Global Technology & Engineering Company, says, With AI-powered threats becoming more sophisticated, adaptive AI models should be leveraged to detect deviations and deepfake-based attacks in real-time.
Skepticism from IT practitioners is natural, given they will have to work out how to deploy and maintain AI agents, says Tim Armandpour, CTO at PagerDuty. IT leaders should integrate human expertise into the adoption process, while prioritizing transparency and investing in training, he adds.
Now a new startup — in beta since 2021 — hopes to become that platform where elite athletes can train mere mortals such as myself. is an app that lets users train with some of the world’s most famous athletes and learn the tricks of their trade via four-week guided, on-demand training programs.
With C-suite leaders under increasing pressure to align technology with strategic objectives, many experience that roles — whether CEO, CFO or even CTO — lack the deep technical insight needed to bridge the gap between business and technology. The CTO and CIO handle IT management and technological innovation.
Both types of gen AI have their benefits, says Ken Ringdahl, the companys CTO. The main commercial model, from OpenAI, was quicker and easier to deploy and more accurate right out of the box, but the open source alternatives offered security, flexibility, lower costs, and, with additional training, even better accuracy.
By Leonard Kleinman, Field ChiefTechnologyOfficer (CTO) ) Cortex for Palo Alto Networks JAPAC Many things challenge how we practice cybersecurity these days. It also enables a greater ROI on your current tools and technology, bringing them into play as part of the orchestration process.
UI-licious’ co-founders, chieftechnologyofficer Eugene Cheah (left) and chief executive officer Shi Ling Tai (right). The problem is that most software testers are not trained programmers, sometimes they may be the marketing or sales team that owns the project. million in pre-Series A funding.
As a result, for IT consultants, keeping the pulse of the technology market is essential. Being a successful IT consultant requires knowing how to walk in the shoes of your IT clients and their business leaders, says Scott Buchholz,CTO of the government and public services sector practice at consulting firm Deloitte.
It’s widely recognized that introducing IT teams to the latest technology, business, and security advancements is essential for maximum performance and productivity. Is your organization giving its teams the training they need to keep pace with the latest industry developments? Trainingtechnology is also rapidly advancing.
“The high uncertainty rate around AI project success likely indicates that organizations haven’t established clear boundaries between proprietary information, customer data, and AI model training.” Access control is important, Clydesdale-Cotter adds. Many POCs appear to lack clear objections and metrics, he says.
Its an oversimplification to think of AI as purely a job replacement tool, says Brian Weiss, CTO at enterprise AI platform vendor Hyperscience. Some menial, manual, and repetitive tasks will be replaced or will evolve, but thats nothing new with an emerging technology, he adds.
Vaclav Vincalek, CTO and founder at 555vCTO, points to Google’s use of software-defined networking to interconnect its global data centers. Quality assurance and application testing Application testing is a skill that’s likely to be augmented by AI if not replaced entirely, says Ram Palaniappan, CTO at TEKsystems.
[United Kingdom, January 2025] CTO Academy, a global leader in executive leadership training for senior technology professionals, is excited to announce the launch of its Masterclass Seriesan exclusive set of deep-dive sessions designed to explore cutting-edge topics at the intersection of technology and business strategy.
Making emissions estimations visible to architects and engineers, such as the metrics based on the Green Software Foundation Software Carbon Intensity , along with green systems design training gives them the tools to make sustainability optimizations early in the design process. Long-term value creation.
Plus, they can be more easily trained on a companys own data, so Upwork is starting to embrace this shift, training its own small language models on more than 20 years of interactions and behaviors on its platform. Multi-agent systems Sure, AI agents are interesting.
Prepare for the pending quantum threat Heading into 2025, CIOs should prepare their systems and data for the upcoming quantum computing threat , warns Ted Shorter, CTO of security technology provider Keyfactor.
The Insurance LLM is trained on 12 years worth of casualty insurance claims and medical records and is powered by EXLs domain expertise. There used to be a discussion about how much data you have, said Sidd Kuckreja, CTO with TruStage. Randy Huang, vice president and chief data scientist for U.S.
Machine learning is all about training models to learn automatically from large amounts of data, and from the learning, a system can then identify trends, spot anomalies, make recommendations and ultimately execute actions. Challenge 2: The access to large amounts of training data, especially labeled data.
Industry-specific modelsrequire fewer resources to train, and so could conceivably run on on-premises, in a private cloud, or in a hosted private cloud infrastructure, says Nag. But, says Vunvulea, the computation power and infrastructure needed to train or optimize the model isnt easy to find or buy on prem. But should you?
“We are bringing on Jim Inoue as our chieftechnologyofficer to oversee Little Otter’s technical growth and scale. . “We will be investing heavily in building our state-of-the-art tech and data platform,” Little Otter CEO Rebecca Egger told TechCrunch in an email.
It can give me the top six oil and gas companies in a particular metro region, and the CEO, CFO, and CTO of each organization, and their background,” he says. You need people who are trained to see that. We had to figure this out and get our team trained,” she says. The AI can go deeper than a Google search.”
IT leaders should be under-hypers rather than over-hypers, and promote technology only in the context of business cases. According to Ron Guerrier, CTO of Save the Children Foundation, one way of helping business leaders learn whats really possible is to recommend books to read on AI.
” As Tsankov and his co-founder CTO Pavol Bielik noted, most enterprises today have a hard time bringing their models into production and then, when they do, they often realize that they don’t perform as well as they expected. Andreas Krause (scientific advisor), Dr. Petar Tsankov (CEO), Dr. Pavol Bielik (CTO) and Prof.
London, UK April 7, 2025 CTO Academy, a globally recognized provider of leadership training for technology leaders, announced the successful completion of its latest funding round with support from Jenson Ventures.
Such AI partnerships are important for SAP, said ChiefTechnologyOfficer Jürgen Müller, pointing to other cooperations, for example with IBM, the chip manufacturer Nvidia and various universities. SAP is expanding its AI ecosystem with a partnership with AWS.
When there’s a breakthrough that puts advanced computing power into the hands of a far larger group of people, yes, ordinary people can do things that were once the domain of highly trained specialists. But that same breakthrough also enables new kinds of services and demand for those services.
based PlayerData uses wearable technology and software tracking to give grass-roots and professional sports teams feedback on their training. He’s joined by Hayden Ball, co-founder and CTO, a firmware and cloud infrastructure expert. Edinburgh, U.K.-based PlayerData app. Image Credits: PlayerData.
The need to grow smartly Gil Westrich’s company, ClearML, is benefiting from increased adoption of artificial intelligence and machine learning (ML) technology. But the CTO and co-founder says that scaling to meet that demand presents its own challenges, which require self-reflection. How do we grow our business responsibly?”
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