Author: Congni Tech
In April 2026, businesses invested billions into GenAI-powered support bots, yet an estimated 67% still struggle to deliver real customer value. Despite advances in agentic AI and the arrival of multimodal models, most bots underperform—handling…
Despite the record pace of AI adoption in 2026, a staggering 61% of AI automation projects still fail to progress beyond the pilot phase. For business owners and operations managers, this reality is frustrating and…
Despite an explosion of agentic AI and multimodal automation in 2026, a staggering 67% of enterprise AI automation projects still collapse during workflow integration. Most businesses excitedly deploy custom LLM agents or advanced RAG knowledge…
In April 2026, despite exponential advances in agentic AI and multimodal customer support tools, a striking 68% of AI-powered support agents still fail to deliver meaningful ROI for businesses. What’s going wrong—and how can forward-thinking…
It’s 2026, and the AI automation landscape has never been more promising—yet despite massive advances in agentic AI and multimodal LLMs, a staggering 85% of automation initiatives are still falling short of expectations. Why? Most…
It’s 2026, and over two-thirds of AI automation projects still fall short—often leaving teams with underperforming bots, fragmented workflows, or compliance headaches. With the global AI market maturing and regulations tightening, more business owners and…
As we push deeper into 2026, more businesses than ever are investing in agentic AI to automate support, triage tickets, and boost internal productivity. But despite rapid adoption, recent industry data shows a striking 71%…
It’s April 2026, and while agentic AI has revolutionized workflows across sectors, a staggering 68% of enterprise AI automation projects still fail to deliver lasting business value. What’s behind this paradox? In our work at…
In April 2026, it’s no secret that businesses are racing to automate workflows using AI, but a staggering 73% of AI workflow automation projects are still missing their ROI targets. What’s going wrong, and which…
In 2026, the AI landscape has evolved dramatically, yet a harsh lesson remains: 68% of AI-powered support agent deployments fail to meet business expectations. Despite the widespread adoption of agentic AI, businesses struggle to realize…