AI adoption among US firms has more than doubled in the past two years, rising from 3.7% in fall 2023 to 9.7% in early August 2025. Meanwhile, worldwide generative AI spending is expected to total $644 billion in 2025, an increase of 76.4% from 2024. This isn’t hype anymore—companies are writing checks because AI for […]
Multi-agent large language model (LLM) systems have generated huge excitement. The promise is clear: instead of one model handling everything, multiple specialized agents can collaborate like a digital team. In theory, this should improve accuracy, efficiency, and problem-solving. But here’s the catch. Research shows that 60–80% of multi-agent systems fail in real-world deployments. That failure […]
Automation is no longer optional. Companies are racing to streamline operations, reduce costs, and gain speed. The AI workflow builder is now at the center of this movement. It combines artificial intelligence with process automation, giving businesses a way to handle complex tasks with little manual work. The market speaks for itself. The global AI […]
Artificial intelligence (AI) has moved from experimental to essential. Over 78% of global companies now use AI in at least one business function. The AI market is projected to grow from $424 billion in 2025 to more than $1.8 trillion by 2030, a compound annual growth rate of nearly 29%. Yet only 25% of businesses […]
Artificial Intelligence is no longer a future concept. Companies across industries already use it to reshape the way they operate. Recent research shows that 78% of organizations now deploy AI in their business operations, with 71% using generative AI for at least one core function. The benefits are clear. Organizations report up to 80% productivity […]
Marketing automation workflows are no longer optional. They are the engine behind modern marketing efficiency, personalization, and growth. Businesses that use them see faster returns, better customer engagement, and leaner operations. In fact, 76% companies report realizing gains within a year. In this guide, we’ll cover what marketing automation workflows are, why they matter, the […]