Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Ensure PII Compliance in India with OpenAI & Top LLMs

India's data protection laws are evolving to safeguard the privacy of its citizens. One crucial aspect is the requirement that Personally Identifiable Information (PII) remain within India's borders for processing. This data residency requirement poses a challenge for businesses that want to leverage powerful AI language models (LLMs) like those offered by OpenAI, which often process data in global centers.

Emerging Threats: What's New in the Cybersecurity Landscape?

In a time where sensitive information is increasingly moving online, AI systems are developing and we are increasingly relying on the internet in our day-to-day activities, cybersecurity threats loom larger than ever. A recent study found that cyber attacks are escalating at an unprecedented rate, with a new attack now occurring every 39 seconds. While a startling statistic, this shouldn't come as a surprise, in 2024 just about everyone is inundated with hacking attempts and scams whether the attack is a phone call, text, email or malicious software.

Introducing ISO 42001: Ensuring responsible AI usage and development

Artificial intelligence (AI) has become integral to many industries, driving new innovation and opportunities for growth. At the same time, the rapid adoption of AI has created new risks for companies, ranging from ethical governance in accountability and fairness to reputation and trust — coupled with the increased cyber risk for organizations developing, deploying, and using AI systems.

Unlocking the Power of Multimodal AI: What is Multimodal Retrieval Augmented Generation?

In the rapidly maturing landscape of artificial intelligence (AI), multimodal learning has emerged as a game-changer. It enables AI systems to process and integrate data from numerous modalities, such as text, images, audio, and video. This approach is crucial for developing AI systems that can understand and interact with the world in a more human-like manner, as our experiences and communication are inherently multimodal.

AI Assistants: A New Challenge for CISOs

Over the past year, AI innovation has swept through the workplace. Across industries and all team functions, we are seeing employees using AI assistants to streamline various tasks, including taking minutes, writing emails, developing code, crafting marketing strategies and even helping with managing company finances.

Falcon Data Protection Preventing GenAI Data Loss: Demo Drill Down

Though GenAI is a great productivity tool, many organizations risk losing sensitive data. CrowdStrike Falcon® Data Protection, part of the powerful CrowdStrike Falcon® platform, takes a modern approach in making GenAI safer for organizations. In this demo, see how easy it is to stop sensitive data from leaking into web-based GenAI tools like ChatGPT.

How Snyk ensures safe adoption of AI

The AI revolution is reshaping industries, processes, and the very fabric of software development. As we navigate through this transformative era, it's crucial to understand not only the evolution and application of AI in software development but also the innovative ways in which Snyk, the industry-leading developer security platform, is harnessing AI to enhance security.

Economic Panic: Exploring the Dual Nature of Employment in the Age of AI | Razorthorn Security

Delve into the current economic landscape of the West with us as we explore the phenomenon of job redundancy and the rise of dual employment. Despite some attributing layoffs to AI, the reality may be a broader downturn in the economy. Join the discussion as we uncover the motivations behind individuals opting for multiple jobs, driven by the desire for higher earnings and the perception of overworking. Discover how programmers, in particular, navigate dual roles, potentially working for both legitimate companies and malware operators, exploiting the system for financial gain.

AI Platforms Name Cybersecurity Threats and Advice for 2024

With $109.5 billion of growth expected between now and 2030, the global AI cybersecurity market is booming – and it's not hard to see why. According to a recent survey of security professionals, three-quarters (75%) have observed an increase in cyberattacks. Of these, the research found that an even greater proportion (an overwhelming 85%) blamed AI.

Beyond the Buzz: Understanding Zero-Trust AI Architectures

In today's digital landscape, where cyber threats are ever-evolving and data breaches can have devastating consequences, zero-trust security has emerged as a robust approach to protect organizations and their critical systems. At its core, zero-trust challenges the traditional notion of inherent trust within network boundaries, advocating for a holistic security posture that treats every entity as a potential threat until proven trustworthy.

AI: The Future Shield Against Evolving Security Threats | Explore with Brivo

In an era where security threats are becoming more sophisticated, the role of Artificial Intelligence (AI) in safeguarding businesses has never been more critical. Join us, Brivo, as we delve into the transformative power of AI in the realm of security. Discover how AI technologies are not just a part of the future but a necessity in today's rapidly changing security landscape. From predictive analytics to real-time monitoring, learn how AI is revolutionizing the way we protect our spaces and ensure safety. 🚀

Decoding the Cybersecurity Implications of AI's Rapid Advancement

The genius at the heart of AI—its ability to sift through mountains of data, actually spot a needle in a haystack, and act on threats before they blossom into full-scale emergencies—it’s undeniable. However, here’s the rub—every part of that impressive arsenal? It’s also up for grabs by the other side, and can (and will) arm them to launch attacks of unprecedented sophistication and elusiveness, the likes of which we’ve thankfully never seen up to now.

ChatGPT security risks: defending against chatbots

AI chatbots such as OpenAI’s ChatGPT, Anthropic’s Claude, Meta AI and Google Gemini have already demonstrated their transformative potential for businesses, but they also present novel security threats that organisations can’t afford to ignore. In this blog post, we dig deep into ChatGPT security, outline how chatbots are being used to execute low sophistication attacks, phishing campaigns and other malicious activity, and share some key recommendations to help safeguard your business.

LlamaParse and Dosu - This Week in AI

In a groundbreaking move towards enhancing document parsing capabilities, LlamaIndex has unveiled LlamaParse, the world's first GenAI-native document parsing platform. With a mission to harness the power of Large Language Models (LLMs), LlamaParse represents a significant advancement in AI-driven document analysis and processing.

AI Unleashed: Transforming Data Processing Speed & Efficiency

Dive into the world of artificial intelligence with us at Brivo, where we explore how AI surpasses human capabilities in processing information swiftly and efficiently. In this video, we'll uncover the secrets behind AI's power to automate tasks and detect patterns faster than ever before, revolutionizing the way businesses operate. 👩‍💻🏢

AI Transparency: Why Explainable AI Is Essential for Modern Cybersecurity

Modern cybersecurity has reached an exceptional level, particularly with the integration of AI technology. The complexity of cyberattacks and their methodologies has also increased significantly, even surpassing human comprehension. This poses a considerable challenge for cybersecurity professionals who struggle to keep pace with the scale and complexity of AI-generated attacks.

See Charlotte In Action

Charlotte AI, CrowdStrike’s conversational AI assistant, enables organizations to turn hours of work into minutes or even seconds. Today’s adversaries are moving fast – and security teams need to move even faster. Charlotte AI enables teams to make faster, more accurate decisions, applying industry-leading generative AI across their workflows with a purpose-built security assistant for modern security teams.

Unlocking the Divide: Navigating AI Poverty and Intelligence Disparity in Industry

Join us as we explore the concept of "AI poverty" and the intelligence disparity within our industry. Discover how well-funded, mature companies use advanced AI technologies to their advantage, while mid-sized businesses face a significant shortfall in accessing valuable intelligence. In this thought-provoking discussion, we delve into the challenges mid-sized businesses face in harnessing the full potential of threat intelligence. From overwhelming precautions to limited resources for automation, the struggle is real.

The Mega Impact of AI-Driven Disinformation Campaigns

The amount of money to run an AI-based disinformation campaign is miniscule compared to the influence the campaign can have on society. As I noted in my recent SecurityWeek piece “Preparing Society for AI-Based Disinformation Campaigns in the 2024 US Elections”, there are four common steps in these efforts: Reconnaissance, content creation, amplification and actualization.

Unveiling the AI Threat: Trustwave SpiderLabs Exposes the Rise of AI in BEC and Phishing Attacks - 2024 Technology Threat Landscape Report

Criminals have always been among the first to adopt the latest technology to benefit themselves financially. Famed bank robbers Bonnie and Clyde used high-powered V-8 engine-equipped Ford cars to outrun local police. Other gangs used the telephone to help coordinate their activities, and some realized they could gain an edge by outgunning security and police by toting Thomson submachine guns.

Harnessing the Power of Artificial Intelligence: A closer look at the European Union's new landmark legislation

Artificial intelligence (AI) has become one of the most transformative forces of our time. From the mundane tasks of everyday life to the complexities of global industries, artificial intelligence continues to permeate every aspect of society, reshaping how we live, work, and interact. The growing importance of AI is not just a trend but a fundamental shift in the way we perceive and leverage technology. This is particularly true in the cybersecurity industry.

Trustwave SpiderLabs: Artificial Intelligence Playing a Prime Role in BEC and Phishing Attacks

Criminals have historically been quick to embrace cutting-edge technology for their financial gain. For instance, the notorious bank robbers Bonnie and Clyde utilized high-powered V-8 engine-equipped Ford cars to outpace local law enforcement. Other criminal groups leveraged telephones to coordinate their activities, while some recognized the advantage of wielding Thomson submachine guns to outgun security personnel and police.

Strategies for Living with Undetectable AI Content Proliferation

The relentless march of Artificial Intelligence (AI) has brought us to the precipice of a new era in content creation. AI-powered language models are now capable of generating human-quality text, blurring the lines between machine and human-made content. This proliferation of undetectable AI content presents a unique challenge - how do we navigate a world where information authenticity is increasingly difficult to discern? While some may view undetectable AI content with apprehension, it has the potential to revolutionize various fields.

New Era of Tech: How Generative AI Is Transforming Data Science Tools

In recent years, generative AI has been a great asset to the world at large. The impact of generative AI is apparent in many industries and functions, where there is substantial evidence of how it has buttressed daily operations. Generative AI is fuelled by the availability of large language models (LLMs) powered by 3rd party data. LLMs are machine learning models trained on significantly large amounts of data.

The Inevitable Threat: AI-Generated Email Attacks Delivered to Mailboxes

Generative AI exploded in popularity not too long ago but its influence on text and media creation is already undeniable. AI content is becoming ubiquitous on the internet, and this technology is slowly seeping into real life, impacting sectors such as healthcare, finance, agriculture, and education. In a previous blog post, we discussed the rise of malicious AI chatbots and how they can be leveraged in cyberattacks. Now, we are seeing these potentially AI-written spam being distributed via email.

AI - Boon or Bane for Appsec

Are you ready to dive into the world of application security and artificial intelligence? Watch the exclusive talk by the renowned Julian Totzek Hallhuber, Solutions Architecture Manager at Veracode, during Mind the Sec 2023 in Brazil. In this engaging talk, Julian explores the advantages and disadvantages of using AI in the AppSec landscape and discovers how AI is revolutionizing the way we protect our applications from constantly evolving cyber threats.

Bipartisan AI Task Force and More - This Month in AI

In a significant move to address the complexities of regulating artificial intelligence (AI), Speaker Mike Johnson (R-La.) and Minority Leader Hakeem Jeffries (D-N.Y.) declared the formation of a bipartisan task force dedicated to exploring AI innovation and devising safeguards against potential threats. This initiative comes as lawmakers grapple with the rapid evolution of AI technology and its implications for various sectors.

Nightfall was built on AI. Here's how we're advancing our mission to scale data protection in the enterprise.

Back in 2018, Rohan and I founded Nightfall on the belief that AI could make data leak prevention (DLP) better, faster, and more accessible to every enterprise. At the time, Rohan was a founding engineer at Uber Eats, and I was an investor at Venrock specializing in SaaS and security. From these respective vantage points, we could see that legacy solutions weren’t working, and could never keep up with the evolving threat landscape.

SnowFROC 2024: Securing The Future With OWASP Community In Denver

Denver, Colorado, is home to beautiful mountain views and an airport with an interesting Wikipedia page. You might know it as home to multiple sports teams or as the Mile High City (1.34 KM High City) due to its famous elevation. Or you might know it as the home of the Great American Beer Festival.

Advantages of Private LLMs - A Data Protection Perspective

In the busy domain of artificial intelligence (AI), the emergence of Private Language Model Models (LLMs) marks a pivotal development in addressing the escalating concerns surrounding data protection. As organizations harness the power of AI to glean insights and streamline operations, the need for safeguarding sensitive information has become more pronounced than ever.

How To Protect Yourself From AI Voice Scam Calls

Artificial Intelligence (AI) being used to carry out cybercrime isn’t new, but as AI becomes more advanced, so do the tools that cybercriminals are using. One of the most recent AI-enabled cyber threats we’ve seen is cybercriminals using voice-cloning technology to carry out scam calls. You can protect yourself from AI voice-cloning scam calls by blocking spam calls, not picking up calls from unknown numbers and creating a safe word with your family in case a legitimate emergency occurs.

Balanced IT: Humanizing AI in Client Experience

How can we clear our minds of preconceived notions about Artificial Intelligence? How can we approach this ongoing technological revolution without apprehension? AI has integrated into our lives more swiftly than a lawyer’s “Objection, Your Honor!” in a surprise courtroom confession. We ask AI to do a multitude of things: write email responses, research our homework, inquire about recipes, complain about our tough days, compose school papers, and create art.

Enabling Secure AI Innovations by Citizen Developers

Technology can change in the blink of an eye, and nowhere is this more evident than in the rise of “citizen developers.” Often without formal technical training, these individuals leverage user-friendly platforms to create, innovate, and deploy AI-driven solutions. But with the support of intuitive interfaces, templates, and code snippets come challenges. Security can be a challenge hidden in the simplicity of drag-and-drop designs.

Navigating Data Privacy for GenAI in Customer Support

As the adoption of generative AI (GenAI) accelerates across enterprises, one of the most promising applications emerges in customer support. GenAI enables automated responses, allowing businesses to engage in natural conversations with customers and provide real-time chat support. However, this convenience comes with inherent risks, particularly concerning data privacy.

Nightfall AI releases GenAI-powered Sensitive Data Protection for the enterprise

The modern enterprise relies on hundreds of SaaS apps, email services, generative AI (GenAI) tools, custom apps, and LLMs, which often contain sensitive data. For too long, security teams have been forced to patch together point solutions for coverage across these channels, increasing their workloads and creating opportunities for sensitive data to slip through the cracks. This is precisely where Nightfall’s single-pane-of-glass solution comes into play: With Nightfall Sensitive Data Protection.

Mitigating a token-length side-channel attack in our AI products

Since the discovery of CRIME, BREACH, TIME, LUCKY-13 etc., length-based side-channel attacks have been considered practical. Even though packets were encrypted, attackers were able to infer information about the underlying plaintext by analyzing metadata like the packet length or timing information. Cloudflare was recently contacted by a group of researchers at Ben Gurion University who wrote a paper titled “What Was Your Prompt?

Beyond the Hype: How Torq's AI-Driven Innovations Are Transforming Security Automation

It has been over a year and a half since the latest generative AI revolution descended upon the world. All IT markets have seen a wave of both new AI products, as well as AI-driven capabilities in existing products being introduced with a breakneck pace.

Security Flaws within ChatGPT Ecosystem Allowed Access to Accounts On Third-Party Websites and Sensitive Data

Salt Labs researchers identified generative AI ecosystems as a new interesting attack vector. vulnerabilities found during this research on ChatGPT ecosystem could have granted access to accounts of users, including GitHub repositories, including 0-click attacks.

AI-Driven Voice Cloning Tech Used in Vishing Campaigns

Scammers are using AI technology to assist in voice phishing (vishing) campaigns, the Better Business Bureau (BBB) warns. Generative AI tools can now be used to create convincing imitations of people’s voices based on very small audio samples. “At work, you get a voicemail from your boss,” the BBB says. “They instruct you to wire thousands of dollars to a vendor for a rush project. The request is out of the blue. But it’s the boss’s orders, so you make the transfer.

Five Principles for the Responsible Use, Adoption and Development of AI

We have been fantasising about artificial intelligence for a long time. This obsession materialises in some cultural masterpieces, with movies or books such as 2001: A Space Odyssey, Metropolis, Blade Runner, The Matrix, I, Robot, Westworld, and more. Most raise deep philosophical questions about human nature, but also explore the potential behaviours and ethics of artificial intelligence, usually through a rather pessimistic lens.

Reduce insider risk with Nightfall Data Exfiltration Prevention

Nearly one third of all data breaches are caused by insiders. While you might immediately think of malicious insiders, like disgruntled or departing employees, insider risk can take numerous forms, including: From these examples alone, it’s easy to see just how prevalent insider risk really is. Whether it’s intentional or unintentional, insider risks often have the same consequences as external risks, including data leaks, data loss, noncompliance, and more.

Combining External Attack Surface Management and Crowdsourced Security Testing - Webinar Recap

Bugcrowd offers crowdsourced security testing through a community of white hat hackers. CyCognito offers automated discovery of an organization’s externally exposed attack surface. Combined, the two solutions allow for a comprehensive inventory of exposed assets to be included in the scope of bug bounties or pentests.

Chatbot security risks continue to proliferate

While the rise of ChatGPT and other AI chatbots has been hailed as a business game-changer, it is increasingly being seen as a critical security issue. Previously, we outlined the challenges created by ChatGPT and other forms of AI. In this blog post, we look at the growing threat from AI-associated cyber-attacks and discuss new guidance from the National Institute of Standards and Technology (NIST).

Generative AI Results In 1760% Increase in BEC Attacks

As cybercriminals leverage tools like generative AI, making attacks easier to execute and with a higher degree of success, phishing attacks continues to increase in frequency. I’ve been covering the cybercrime economy’s use of AI since it started. I’ve pointed out the simple misuse of ChatGPT when it launched, the creation of AI-based cybercrime platforms like FraudGPT, and how today’s cybercriminal can basically create foolproof malicious content.

How Much Will AI Help Cybercriminals?

Do not forget, AI-enabled technologies, like KnowBe4’s Artificial Intelligence Defense Agents (AIDA), will make defenses increasingly better. I get asked a lot to comment on AI, usually from people who wonder, or are even a bit scared, about how AI can be used to hurt them and others. It is certainly a top topic everyone in the cybersecurity world is wondering about. One of the key questions I get is: How much worse will AI make cybercrime? The quick answer is: No one knows.

Nightfall AI Transforms Enterprise DLP with AI-Native Platform

Nightfall AI today unveiled new capabilities to transform data security for the modern enterprise. The industry's first generative AI (GenAI) DLP platform now offers coverage for SaaS Security Posture Management (SSPM), data encryption, data exfiltration prevention and sensitive data protection. These products expand the company's existing suite of data leak prevention (DLP) solutions for protecting data at rest and in use across SaaS applications, GenAI tools, email and endpoints.

Cybersecurity in the Age of AI: Exploring AI-Generated Cyber Attacks

Historically, cyber-attacks were labor-intensive, meticulously planned, and needed extensive manual research. However, with the advent of AI, threat actors have harnessed their capabilities to orchestrate attacks with exceptional efficiency and potency. This technological shift enables them to execute more sophisticated, harder-to-detect attacks at scale.

Nightfall expands its platform to meet modern enterprise DLP challenges

Legacy data leak prevention (DLP) solutions are failing. Simply put, they weren’t built for business environments rooted in SaaS apps and generative AI (GenAI) tools. Meanwhile, security threats are evolving at a breakneck pace, with as many as 95% of enterprises experiencing multiple breaches a year. New attack surfaces are unfurling at a rapid rate following the switch to hybrid and cloud-based workspaces.

The rise of ChatGPT & GenAI and what it means for cybersecurity

The rise of ChatGPT and Generative AI has swept the world by storm. It has left no stone unturned and has strong implications for cybersecurity and SecOps. The big reason for this is that cybercriminals now use GenAI to increase the potency and frequency of their attacks on organizations. To cope with this, security teams naturally need to adapt and are looking for ways to leverage AI to counter these attacks in a similar fashion.

Securing AI

With the proliferation of AI/ML enabled technologies to deliver business value, the need to protect data privacy and secure AI/ML applications from security risks is paramount. An AI governance framework model like the NIST AI RMF to enable business innovation and manage risk is just as important as adopting guidelines to secure AI. Responsible AI starts with securing AI by design and securing AI with Zero Trust architecture principles.

AI and Ransomware Top the List of Mid-Market IT Cyber Threats

A recent report reveals a significant discrepancy in the priorities of mid-market IT departments when it comes to addressing cyber threats. It's somewhat ironic that IT professionals find themselves entangled in a logical paradox when responding to surveys, as demonstrated by Node4’s Mid-Market IT Priorities Report 2024.

The Impact of Artificial Intelligence on Cybersecurity: Opportunities and Threats

The integration of Artificial intelligence (AI) is forcing a significant transformation in the business operations landscape. Through automation, data analysis and predictive capabilities, AI is reshaping how businesses operate as companies look to spur productivity.

LangGraph and Reflection Agents - This Week in AI

In the ever-evolving terrain of artificial intelligence, OpenAI's LangGraph is making waves by introducing a groundbreaking approach to code generation and analysis. With the prominence of tools like GitHub Co-Pilot and the popularity of projects such as GPT-engineer, the demand for innovative solutions in this domain has never been higher. LangGraph aims to meet this demand by leveraging a flow paradigm inspired by recent advancements like AlphaCodium to enhance the efficiency of code generation.

DevSecOps in an AI world requires disruptive log economics

We’ve been talking about digital transformation for years (or even decades?), but the pace of evolution is now being catapulted forward by AI. This rapid change and innovation creates and relies upon exponential data sets. And while technology is rapidly evolving to manage and maintain these massive data sets, legacy pricing models based on data ingest volume are lagging behind, making it economically unsustainable.

A Complete Step-by-Step Guide to Achieve AI Compliance in Your Organization

AI compliance has become a pivotal concern for organizations in a rapidly evolving technological landscape. It is inconceivable to overlook the growing importance of AI compliance, particularly for entities deeply entrenched in AI operations. It involves an intricate intersection of legal, ethical, and regulatory dimensions, emphasizing the need for a cohesive approach to ensure comprehensive AI compliance.

Microsoft and OpenAI Team Up to Block Threat Actor Access to AI

Analysis of emerging threats in the age of AI provides insight into exactly how cybercriminals are leveraging AI to advance their efforts. When ChatGPT first came out, there were some rudimentary security policies to avoid it being misused for cybercriminal activity. But threat actors quickly found ways around the policies and continued to use it for malicious purposes.

5 security best practices for adopting generative AI code assistants like GitHub Copilot

Not that long ago, AI was generally seen as a futuristic idea that seemed like something out of a sci-fi film. Movies like Her and Ex Machina even warned us that AI could be a Pandora's box that, once opened, could have unexpected outcomes. How things have changed since then, thanks in large part to ChatGPT’s accessibility and adoption!

Mend.io Launches Mend AI

Securing AI is a top cybersecurity priority and concern for governments and businesses alike. Developers have easy access to pre-trained AI models through platforms like Hugging Face and to AI-generated functions and programs through large language models (LLMs) like GitHub Co-Pilot. This access has spurred developers to create innovative software at an enormously fast pace.

The Risks of Automated Code Generation and the Necessity of AI-Powered Remediation

Modern software development techniques are creating flaws faster than they can be fixed. While using third-party libraries, microservices, code generators, large language models (LLMs), etc., has remarkably increased productivity and flexibility in development, it has also increased the rate of generating insecure code. An automated and intelligent solution is needed to bridge the widening gap between the introduction and remediation of flaws.

Defensive AI: Cloudflare's framework for defending against next-gen threats

Generative AI has captured the imagination of the world by being able to produce poetry, screenplays, or imagery. These tools can be used to improve human productivity for good causes, but they can also be employed by malicious actors to carry out sophisticated attacks. We are witnessing phishing attacks and social engineering becoming more sophisticated as attackers tap into powerful new tools to generate credible content or interact with humans as if it was a real person.

Cloudflare announces Firewall for AI

Today, Cloudflare is announcing the development of Firewall for AI, a protection layer that can be deployed in front of Large Language Models (LLMs) to identify abuses before they reach the models. While AI models, and specifically LLMs, are surging, customers tell us that they are concerned about the best strategies to secure their own LLMs. Using LLMs as part of Internet-connected applications introduces new vulnerabilities that can be exploited by bad actors.

Elastic introduces Elastic AI Assistant

Elastic® introduces Elastic AI Assistant, the open, generative AI sidekick powered by ESRE to democratize cybersecurity and enable users of every skill level. The recently released Elasticsearch Relevance Engine™ (ESRE™) delivers new capabilities for creating highly relevant AI search applications. ESRE builds on more than two years of focused machine learning research and development made possible through Elastic’s leadership role in search use cases.

Greening the Digital Frontier: Sustainable Practices for Modern Businesses

The push towards digital transformation has significantly improved efficiency, productivity, and accessibility for businesses globally. However, the environmental footprint of digital operations has increasingly become a focus for concern. As companies continue to leverage digital technologies, the need for integrating sustainable practices into their operations has never been more critical. This article delves into the environmental impact of digitalisation and outlines practical strategies for businesses aiming to achieve sustainability in the digital age.

Closing the loop on AI point solutions to deliver context and visibility

Today most organisations are thinking about or deploying AI and, in effect, trying it out. This is supported by Gartner, which states that approximately 80% of enterprises will have used generative artificial intelligence (GenAI) application programming interfaces (APIs) or models by 2026. As AI drives value for organisations, it is fuelling further demand and adoption.