Software licenses and implementation fees account for just 30% of the total investment. The remaining 70% rarely makes it into the budget. Which costs stay hidden — and how should they be calculated?

Both say "AI" but what they deliver is very different. A consultant gives you strategy. An agency builds you a system. Understanding which one you need is the question to ask before making the wrong investment.

When automation is applied to the wrong processes, it accelerates inefficiency. The majority of projects that start without asking the right questions don't make it through the first year. Here are the five questions to clarify before you begin.

According to 2025 data from MIT, RAND, and McKinsey, more than 80% of AI projects fail to produce measurable results. The problem isn't AI itself. The problem is where companies start.

We analyzed Anthropic's latest economic research and shared our sector-level insights.