Olio Labs vs CrowdStrike
Side-by-side comparison of AI visibility scores, market position, and capabilities
SF AI drug discovery company identifying multi-protein combination therapeutics 4x faster at 90% lower cost; YC S23 $4.5M Boom Capital Series A with in vivo/vitro results competing with Recursion for combination therapy AI.
About
Olio Labs is a San Francisco-based computational drug discovery company using AI and machine learning to identify multi-protein combination therapeutics for complex diseases — targeting biological pathways where single-target drugs fail because the disease involves multiple protein interactions simultaneously. Founded in 2023 and backed by Y Combinator (S23) with $5 million raised including a $4.5 million Series A led by Boom Capital and Overwater Ventures in March 2025, Olio Labs' combination therapeutics platform has demonstrated in vivo and in vitro superiority over existing market drugs, with a discovery process claimed to be 4x faster and 90% lower cost than traditional drug development approaches.
CrowdStrike (CRWD) reported $3.95B ARR in FY2025 (ended Jan). Revenue $3.74B, up 29% YoY. Market cap ~$85B. 8,600+ employees. Austin, TX. AI-native cybersecurity platform. Charlotte AI for threat detection.
About
CrowdStrike is an AI-native cybersecurity company founded in 2011 by George Kurtz, Dmitri Alperovitch, and Gregg Marston and headquartered in Austin, Texas, that built the endpoint detection and response (EDR) category and has since expanded into the broadest cloud-native cybersecurity platform in the industry. The company was founded on the insight that traditional antivirus software — signature-based, retrospective, and endpoint-isolated — could not keep pace with sophisticated adversaries operating at machine speed. CrowdStrike's founding architecture, the Falcon platform, was designed cloud-native from day one: a single lightweight agent on the endpoint feeding a cloud-based AI that learns from trillions of security events across every customer simultaneously. The company trades on Nasdaq under the ticker CRWD.\n\nThe CrowdStrike Falcon platform consolidates more than 28 security modules across endpoint security, identity threat protection, cloud security, next-gen SIEM and log management, threat intelligence, and managed detection and response — all delivered through a single agent and unified console. The AI at the platform's core, Charlotte AI, provides conversational security operations, automated investigation, and AI-generated threat summaries that reduce analyst workload. CrowdStrike's threat intelligence team, Adversary Intelligence, tracks and names nation-state and criminal threat actors globally, giving customers predictive insight into campaigns before they hit their environments.\n\nCrowdStrike reported $3.95 billion in annual recurring revenue (ARR) for FY2025 and total revenue of $3.74 billion, up 29% year over year, with a market capitalization of approximately $85 billion. The company has 8,600+ employees and counts a substantial share of the Fortune 500 and global governments as customers. Despite the July 2024 sensor update incident that caused a significant IT outage affecting millions of Windows systems globally, CrowdStrike's customer retention remained strong — a testament to the platform's depth of integration and the switching costs built into its consolidated architecture.
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