Most forecasts are wrong. Not as a failure, but as a feature of the exercise. What separates useful market forecasting from expensive noise is not precision: it is whether the forecast actually changes a decision. According to Gartner (2022), marketing accounts for an average of 9.5% of total company spending, with 8.9% of that budget […]
Organizations that consistently make better strategic decisions are not necessarily smarter than their competitors. They have better intelligence. Industry analysts estimate that organizations with mature strategic intelligence programs are 70% more likely to outperform peers in their sector (Gartner, 2024). Yet most intelligence functions still confuse information collection with analysis, and analysis with insight. They […]
Most companies searching for “market intelligence services” end up with the wrong answer. They find dashboards, consumer panel subscriptions, and competitive monitoring tools — useful products, but not what a strategy director, consulting firm, or sovereign fund actually needs when it says “comprehensive market intelligence.” According to a 2023 McKinsey Global Survey, 72% of executives […]
When a strategy team needs to understand a new market, a common debate surfaces: run an expert network engagement, or commission traditional primary research? The framing is understandable but misleading. Expert networks are not an alternative to primary research — they are a specific instrument within it. The real decision is which primary research method […]
Bad data is not a minor inconvenience — it is a liability. IBM estimates that poor data quality costs the U.S. economy $3.1 trillion every year (IBM, 2022). Yet according to a 2023 Drexel LeBow study, 70% of data and analytics professionals cite data quality as the single biggest obstacle to data-driven decision-making — the […]
What Is Strategic Foresight? Strategic foresight is the structured practice of anticipating and preparing for multiple plausible futures — not predicting a single outcome. It combines futures studies, environmental scanning, and strategic management to help organizations act on uncertainty rather than react to it. As Richard Slaughter defined it, strategic foresight is “the fusion of […]
What Is a Market Entry Strategy? A market entry strategy is the structured plan a company uses to begin selling products or services in a new geographic market or customer segment — defining the mode of entry, the resource commitment, the risk profile, and the sequencing of execution. It is the decision architecture that separates […]
The global business intelligence market is projected to reach $33.3 billion by 2025 (MarketsandMarkets, 2023), yet most organizations still struggle to translate their data investments into decisions that move the needle. The problem is rarely a shortage of data. It is a failure to convert data into genuine business insights — the kind that tell […]
Most B2B automation ROI benchmarks are built on marketing automation data — CRM workflows, email sequences, lead scoring pipelines. That data doesn’t transfer to market research. When research teams automate secondary data collection, synthesis pipelines, or competitive monitoring, they operate in a fundamentally different value chain — one where quality degradation, hallucination risk, and analytical […]
