Side-by-side comparison of AI visibility scores, market position, and capabilities
SF bootstrapped GenAI device management and SOC2/HIPAA compliance at $4.7M revenue 2024 (+213% YoY); 31-person team with $0-$1.6M funding competing with Jamf and Kandji for SMB AI-powered MDM and compliance automation.
Swif.ai is a San Francisco-based AI-powered device management and IT security compliance platform — bootstrapped to $4.7 million in annual revenue in 2024 (up from $1.5 million in 2023, +213% year-over-year) with a 31-person team and minimal traditional venture funding — providing IT teams at startups, SMBs, and mid-market companies with a unified MDM (Mobile Device Management) platform for Windows, macOS, Linux, iOS, and Android that automates security compliance for SOC 2, ISO 27001, and HIPAA frameworks while detecting Shadow IT (unauthorized apps and browser extensions) across the entire device fleet. Founded in 2022 and recognized as a 2024 SXSW Pitch finalist in the Enterprise and Smart Data category, Swif.ai uses generative AI to reduce the manual IT work of device enrollment, policy enforcement, and compliance evidence collection.
Paris cybersecurity employee risk monitoring at $10M+ ARR 2024 (triple-digit growth) serving Mistral AI, Deel, Intercom, Y Combinator; $45M total ($30M Left Lane Series B Feb 2025 at $170M val) with AI coach Albert competing with KnowBe4 for human risk management.
Riot is a Paris, France-based employee cybersecurity awareness and monitoring platform — backed with $45 million in total funding including a $30 million Series B in February 2025 led by Left Lane Capital at a $170 million+ post-money valuation with Y Combinator, Base10, and FundersClub — providing 1,500+ organizations including Mistral AI, Y Combinator, Modern Treasury, Deel, Intercom, L'Occitane, and Le Monde with real-time employee cybersecurity vulnerability detection and AI-powered awareness coaching through Albert, Riot's AI cyber coach. Surpassing $10 million in annual revenue in 2024 with triple-digit year-over-year growth, Riot detects employee-level security risks (weak passwords, unsafe file permissions, phishing susceptibility) and guides employees through interactive remediation coaching without requiring IT security team manual intervention.
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