Evolv Technology operates a public company (NASDAQ: EVLV) deploying AI-powered weapons detection and threat screening systems at venues, schools, hospitals, and public spaces. The tech stack reveals a mature, AWS-native infrastructure (Lambda, Glue, Step Functions, SageMaker) paired with enterprise sales tooling (Salesforce, HubSpot, Workday), indicating a sales-led, mid-market-to-enterprise GTM model. Hiring velocity is accelerating across sales (7 open roles) and engineering (5), with a notable leadership gap in product—suggesting scaling of commercial operations outpaces product iteration capacity.
Notable leadership hires: Strategic Accounts Director
Evolv Technology provides AI-powered security screening platforms designed for high-volume venues including sports stadiums, corporate campuses, schools, and hospitals. The company's systems use computer vision and thermal imaging to detect weapons and threats at physical entry points, operating as a hardware-software integration requiring on-site installation and ongoing customer success management. The active project portfolio—spanning training delivery, customer health monitoring, channel partnerships, and enterprise PMO implementation—reflects a business scaling from transactional deals to account-based, multi-year relationships. Revenue model appears anchored in both upfront software licensing and subscription renewables, with organizational pain around renewal rates and complex multi-stakeholder sales cycles.
Evolv runs on AWS infrastructure (Lambda, Glue, Step Functions, SageMaker), Salesforce and HubSpot for sales/marketing, Workday for HR, and develops in C++, Python, React, and JavaScript. NetSuite handles finance; Jamf Pro and Intune manage device endpoints.
Waltham, Massachusetts. Evolv is a publicly traded company (NASDAQ: EVLV) founded in 2013 with 201–500 employees.
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Evolv Technology's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →
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