Evolv Technologies Holdings, Inc. specializes in AI-powered security screening solutions integrating hardware and cloud analytics aimed at high-throughput venues. The company achieved a striking revenue increase exceeding 400% in 2025, driven by its SaaS subscription model and expanding customer base across multiple verticals. Despite this growth, Evolv has yet to reach profitability, recording significant operating losses amid investments in technology and infrastructure. Key near-term milestones include international market expansion and evolving sales models, while risks stem from regulatory scrutiny and supply chain challenges.