9 articles with this tag
German companies deploy AI more broadly than almost anyone else — the return still takes years to appear. Why that is a structural problem, not a tooling problem.
AI costs exploding? Not with us. Token-Smart by design means every token has a purpose. How to cut AI cost without losing quality — and lift AI ROI.
Poor data quality costs companies $12.9M per year on average (Gartner). Why data quality decides your AI ROI — and how to fix it before it scales.
“Capitalize” has two meanings. The economic one decides: does the AI budget evaporate as an expense — or does a lasting value remain?
'It saves 40% of the time' is not a business case. A real AI operations ROI has three pillars, a payback period, and an uncomfortable answer to: what does doing nothing cost?
A $965B valuation for Anthropic — and 90% of companies without a measurable productivity effect (NBER, 2026). The Implementation Gap sits in between.
61% of companies have not moved beyond pilot projects (McKinsey, 2025). Why the Pilot Graveyard is not a technology problem — and how to avoid it.
The most common pattern in failed AI projects: buy the tool first, rethink the process later. Why Workflow-First reverses the order — and lifts ROI.
63% of AI projects never reach production. Learn why the implementation gap happens – and how netzstrategen closes it from day one.
