Gartner expects agentic AI to make 15% of day-to-day business decisions by 2028 (Gartner, 2024), and the market behind it is projected to grow from $5.1 billion in 2024 to $47 billion by 2030 (Statista, 2024). Most of what’s written about agentic workflows explains what they are and which vendor’s platform builds them. Almost none […]
88% of organizations now use AI in at least one business function, yet only 12% of CEOs report gains in both revenue and cost from their AI investments (McKinsey, 2026; PwC, 2026). That gap is the defining problem of enterprise AI: buying the technology is easy, getting business value out of it is not. Most […]
A multi-agent system is a group of AI agents, each handling a distinct piece of a task, coordinating to reach an outcome none of them could produce alone. IBM, Google Cloud, and NVIDIA all published deep explainers on the architecture in the past year, and none of them addresses the question that actually determines whether […]
Seventy-nine percent of organizations report real challenges adopting AI in 2026, up sharply from the year before, even as 59% of companies spend over $1 million annually on AI technology (Writer/Workplace Intelligence, 2026). Most of that spend goes toward off-the-shelf tools bolted onto processes they were never designed for. A custom AI solution, built around […]
Gartner projects that 40% of agentic AI projects will be abandoned by 2027, largely because of poor risk management and unclear return on investment (Gartner, 2025). Separately, 79% of enterprises say they have adopted AI agents in some form, but only 11% run them in production (Svitla Systems, 2026). The gap between those two numbers […]
59% of organizations don’t measure data quality at all (Gartner, 2026), which means most teams find out their data is bad only after a bad decision gets made on top of it. Data quality management (DQM) is usually taught as a glossary term with six dimensions and a definition. In practice it’s a set of […]
Most guides to market research methods stop at definitions. They list surveys, focus groups, and interviews, note a few pros and cons, and leave the hardest part unanswered: which method fits your decision, your timeline, and your budget. According to Hanover Research, 70% of companies use data analytics in their research process, 60% run surveys, […]
Market dynamics are the forces that move supply, demand, prices, and competitive behavior inside a market. Most teams can name them. Far fewer can read them in time to act. In the 2026 AlixPartners Disruption Index, 52% of CEOs said their leadership teams lack the agility to respond to change, and 72% said it is […]
The data analytics outsourcing market grew from $9.24 billion in 2023 toward a projected $66.68 billion by 2030, a 32.1% compound annual growth rate (Grand View Research, 2024). More companies are buying analytics help than ever, yet most of that spend is at risk. Gartner predicts that by 2027, 80% of data and analytics governance […]
Two out of three data leaders say they do not fully trust the data their own organization runs on. In Precisely’s 2024 data integrity survey, 67% of respondents reported they lack complete trust in their data for decision-making, up from 55% a year earlier (Precisely, 2024). That gap is expensive: Gartner estimates poor data quality […]
