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 […]
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 […]
Companies that actively monitor competitive intelligence data are 2x more likely to make faster strategic decisions (McKinsey & Company, 2023). Yet most market maps built inside strategy teams end up collecting dust — not because the data was wrong, but because the scoping was. A market map is only as useful as the question it […]
The global AI market reached $390.91 billion in 2025 and is projected to hit $3.497 trillion by 2033 at a 30.6% CAGR (Grand View Research, 2025). With AI representing 34–46.4% of all global VC funding in 2024 and average deal sizes at $20.1 million (PitchBook, 2024), the bar for credible market sizing has never been […]
Most investment decisions that go wrong were not failures of execution. They were failures of evaluation. The project was approved before the market demand was verified. The financial model was built on assumptions that nobody stress-tested. The regulatory requirements were reviewed at a surface level, and the operational implications were deferred to the implementation phase. […]
Most go-to-market strategies fail not because the product is wrong, but because the market definition is too broad. A company that tries to sell to “mid-sized businesses” or “consumers aged 25–45” is not targeting a market. It is describing a population. Population-level thinking produces generic messaging, diluted positioning, and sales motions that resonate with no […]
Most market sizing exercises produce numbers that look compelling in a board deck and collapse the moment someone asks how they were built. A $6 billion TAM headline sounds like a strong investment thesis. Then the follow-up question arrives: how did you calculate it? The answer is usually a global industry report, a rough geographic […]
