Evaluating AI Investments: A Framework for VC and PE
How Venture Capital and Private Equity systematically evaluate AI investments — 5 dimensions, 10 critical questions, and concrete valuation multiples for 2026.
17 Artikel
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Deepfakes, Disinformation and Digital Ethics: AI Risks Every CEO Must Know
Deepfake fraud cost companies over $1.1 billion in 2025. One employee wired $25 million after a fake video call. What CEOs need to know about AI risks, digital ethics and the EU AI Act.
The Baby Boomer Trap: Can AI Replace 13 Million Missing Workers?
By 2039, 13.4 million baby boomers will retire. The labor shortage costs Germany 49 billion euros annually. AI is the only way out.
NLP in Enterprise: From Chatbots to Text Analysis
Natural Language Processing goes far beyond chatbots. How enterprises strategically leverage NLP for sentiment analysis, contract review, and competitive intelligence.
AI as Liberation: How Automation Eliminates Repetitive Work
AI saves a full working day per week. 70 percent of employees report improved work-life balance. The quiet revolution in the workplace.
Automation in Care: Robotics and AI for an Aging Society
200,000 care workers are missing, by 2035 the gap will reach 500,000. How robotics, AI, and sensor technology can alleviate the care crisis — without replacing humans.
AI and the Mittelstand: Why German SMEs Will Be the Biggest Winners
82 percent of German companies report productivity gains from AI. Why the Mittelstand is not the laggard but the natural winner of the AI revolution.
Skills Shortage and AI: Germany's Response to Demographic Change
Germany will lose seven million workers by 2035. How AI, automation, and strategic immigration can compensate for the productivity loss.
From ChatGPT to Autonomous Agents: The Next Evolutionary Stage of AI
Autonomous AI agents will be embedded in 40 percent of all enterprise applications by 2026. What lies behind the greatest transformation in technology history.
Evaluating AI Investments: A Framework for VC and PE
Von Dirk Röthig (Dirk Roethig)