Cyclops vs. Darktrace Comparison


Cyclops Cyclops Security	Darktrace	+	+
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Rather than treating each standard as a separate project, Hyperproof maps a single set of controls across 160+ frameworks, including SOC 2, ISO 27001, HIPAA, and NIST, so evidence gathered once can satisfy multiple audits without duplicate work. Purpose-built AI agents surface relevant evidence, validate controls, and flag compliance gaps automatically, cutting down the manual review that typically eats up a compliance team's week. The platform connects directly to the tools IT and security teams already use — including GitHub, Jira, ServiceNow, Snyk, CrowdStrike, MongoDB Atlas, Google Workspace, and Microsoft SharePoint — and pulls evidence into Hyperproof, eliminating the need for teams to chase it down manually. High-frequency controls can be tested on a recurring schedule, with failures automatically generating tasks and escalations so nothing slips through the cracks between audit cycles. A built-in risk register lets risk owners across departments document risk treatment plans and tie them directly to the controls that address them. Hyperproof also supports organizations with complex structures, letting larger companies scope controls to specific business units, subsidiaries, or entities rather than forcing everything into one flat compliance program. Customers report meaningful results from this approach: a 70% increase in compliance productivity, roughly $150,000 in annual savings on control orchestration, a 66% cut in duplicative controls, and about 350 fewer hours spent on audit preparation each year. Founded in 2018 and based in the Seattle area, Hyperproof works with organizations like Reddit, Fortinet, Appian, Outreach, and Thales as they move from reactive, spreadsheet-driven compliance to a continuous, audit-ready operating model. Best fit: IT, security, and compliance teams at growing technology companies that manage multiple frameworks simultaneously and want to reduce the manual overhead of audit prep. 350 Ratings Visit Website cside cside is a browser-layer security platform that gives you visibility for every visitor, human or agentic. Security, fraud prevention, privacy and compliance, all from a single script. Unlike traditional WAFs and server-side security tools, cside operates directly in the browser environment, monitoring every third-party script loaded on your pages in real time. This means threats that bypass your backend defences are caught at the point of execution. What cside does: Script Monitoring and Control: cside inventories, monitors, and enforces policy on every third-party JavaScript tag running on your site. 100% session coverage, no sampling. Every script. Every page load. Detect supply chain attacks, shadow scripts, and unauthorised tag injections before they reach your customers. PCI DSS 4.0.1 Compliance: cside is the fastest path to meeting PCI DSS 4.0.1 requirements 6.4.3 and 11.6.1. Automated script authorisation, tamper detection, and continuous monitoring satisfy QSA requirements without manual effort. Validated by VikingCloud. Device Intelligence: Persistent, privacy-safe device intelligence using 102+ signals and 40+ hashed attributes. 99.7% fingerprint accuracy enables fraud prevention, bot detection, and session continuity across logins, checkouts, and account actions. AI Agent and Bot Detection: Identify and classify AI crawlers, headless browsers, and automated agents interacting with your site. Protect pricing data, inventory, and content from scraping and abuse. Chargeback Evidence: Capture cryptographically verifiable session evidence at checkout to dispute fraudulent chargebacks. Reduce dispute losses without adding friction to genuine customers. Who uses cside: E-commerce retailers, payment service providers, digital agencies, travel and hospitality platforms, iGaming and betting operators, financial services firms, and SaaS companies managing PCI compliance, fraud risk, and client-side attack surface across high-traffic web environments. Deployment: One-line script tag. No proxy. No latency impact. Up and running in under 5 minutes. SOC 2 Type II certified. PCI SAQ-D validated. 37 Ratings Visit Website Kitecyber Kitecyber: Gen AI & Data Security, Built on the Endpoint Kitecyber protects your data and secures Gen AI use with a single lightweight agent that runs directly on the endpoint. Because it lives on the device, Kitecyber sees the complete picture—device posture, operating system activity, process activity, data classification, user activity, and network activity—together, in real-time context. 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About Prioritizing risk is one of the biggest challenges in cyber security, our innovative solution creates a business context for your security operations, allowing you to validate the effectiveness of your security controls in the context of your unique business requirements. Cyclops integrates with your existing security tools using the CSMA approach to gather metadata on threats, vulnerabilities, cloud instances, SaaS apps, and more. It then enriches this data with context and insights by looking at the same entities in different products that are integrated. By providing this contextualized approach to risk validation, our cybersecurity mesh product helps you make intelligent decisions and focus on what really matters.	About Darktrace Behavioral Defense Platform is a cybersecurity platform that provides unified visibility, continuous behavioral monitoring, and autonomous response across AI, people, and enterprise infrastructure. The platform uses Adaptive AI to learn the unique behaviors, relationships, and operational patterns of each organization. Darktrace helps security teams detect subtle and novel threats, investigate activity in context, and respond in real time. Its coverage includes AI usage, prompts, agents, development activity, Shadow AI, email, collaboration tools, hybrid networks, cloud, identity, endpoint, and OT environments. Real-Time AI Analyst supports detection, triage, investigation, written reporting, and response to reduce manual effort for SOC teams. Built for modern enterprises, Darktrace helps organizations secure AI adoption, reduce human risk, and protect infrastructure with autonomous behavioral defense.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience IT teams searching for a contextual search platform for Cybersecurity	Audience Enterprises, SOC teams, CISOs, security analysts, IT teams, cloud security teams, identity teams, OT security teams, AI governance teams, and organizations that need AI security, behavioral analytics, autonomous response, email security, hybrid network protection, cloud monitoring, endpoint defense, identity security, Shadow AI oversight, threat investigation, and real-time incident response
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
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Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Not Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Cyclops Security Founded: 2022 Israel www.cyclops.security/	Company Information Darktrace Founded: 2013 United Kingdom www.darktrace.com
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Categories AI Security Supported Cybersecurity Supported	Categories AI Cybersecurity Supported AI Security Supported Attack Surface Management Supported Cloud Security Supported Cloud Security Posture Management (CSPM) Supported Cyber Resilience Supported Cybersecurity Supported Data Breach Detection Supported Email Security Supported Exposure Management Supported Identity Threat Detection and Response (ITDR) Supported Incident Response Supported IoT Security Supported IT Security Supported Network Detection and Response (NDR) Supported Network Security Supported Network Traffic Analysis (NTA) Supported Operational Technology (OT) Security Supported
	Cybersecurity Features AI / Machine Learning Supported Behavioral Analytics Supported Endpoint Management Supported Incident Management Not Supported IOC Verification Not Supported Tokenization Not Supported Vulnerability Scanning Supported Whitelisting / Blacklisting Supported
Integrations Amazon Web Services (AWS) Supported Google Workspace Supported Okta Supported Abstract Security Not Supported Axonius Not Supported Checkpoint Anti-Spam and Email Security Not Supported Cydarm Not Supported Darktrace / CLOUD Not Supported Darktrace / ENDPOINT Not Supported Darktrace / OT Not Supported Dig Supported Docker Not Supported Lacework Supported Microsoft Azure Not Supported Microsoft SharePoint Not Supported Microsoft Teams Not Supported OneLogin Supported OverSOC Not Supported Rapid7 MDR Supported Tenable One Supported Show More Integrations View All 17 Integrations	Integrations Amazon Web Services (AWS) Supported Google Workspace Supported Okta Supported Abstract Security Supported Axonius Supported Checkpoint Anti-Spam and Email Security Supported Cydarm Supported Darktrace / CLOUD Supported Darktrace / ENDPOINT Supported Darktrace / OT Supported Dig Not Supported Docker Supported Lacework Not Supported Microsoft Azure Supported Microsoft SharePoint Supported Microsoft Teams Supported OneLogin Not Supported OverSOC Supported Rapid7 MDR Not Supported Tenable One Not Supported Show More Integrations View All 49 Integrations
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