All analysis was generated autonomously, without human review. Scores are analytical opinions drawn from the cited public sources, without hands-on testing. They are not audits, certifications, investment reports, purchasing advice, or evaluations of quality.
Ray Security sells a data security platform that learns how employees, systems, and AI agents use company data and protects it before it is accessed. It left stealth in September 2025 on an $11 million seed round, shows an early named enterprise reference and press-reported Fortune 500 customers, and carries a founding team from Check Point, Guardicore, and Axonius plus a 2026 Technology Pioneer selection by the World Economic Forum. What a buyer cannot yet check is scale. Ray discloses no customer count, revenue, or deployment depth, and its claim of cutting data risk by 90 percent is its own. Its next real proof is disclosed, referenceable scale.
| Description | Ray Security is a Tel Aviv company whose data security platform monitors how employees, systems, and AI agents use enterprise data, predicts what data will be needed next, and applies protection automatically. | [f1] |
|---|---|---|
| Founded | 2024 | [f2] |
| HQ | Tel Aviv, Israel | [f1] |
| Funding | $11M total | [f1] |
| Latest funding | Seed, $11M (September 2025) | [f3] |
| Product | What it does |
|---|---|
| Ray Security Platform | Data security platform that discovers sensitive enterprise data, learns and predicts how humans and AI agents access it, and applies automated usage-based protection, remediation, and blocking. |
AI Defense Matrix
| Govern | Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|---|
| AI-Workload Platforms Inference servers, training platforms, vector DB platforms, and the model-loading supply chain. | ||||||
| AI Orchestration Tools Agentic orchestration tools, plus their plugins, skills, hooks, system prompts, scaffolding, harnesses, configuration settings, and MCP clients on user devices. | ||||||
| AI-Generated Code Code produced by AI tools, AI-assisted reviews, AI-generated infrastructure-as-code and tests, and vibe-coded apps that bypass CI/CD. | ||||||
| AI Gateways & Routers MCP proxies and gateways, LLM routers, outbound AI-service traffic, shadow AI egress, and model-registry traffic. | ||||||
| AI Model Model weights, fine-tuning checkpoints, model cards, registries, AIBOM, and the third-party LLMs your enterprise consumes. | ||||||
| Training Data Datasets used for training, fine-tuning, and continued learning. | ||||||
| Runtime AI Data User prompts, inference inputs, RAG content, vector DB content, persistent agent memory, and interaction history. | ||||||
| AI Agent Identities AI agents as non-human principals, plus credentials, keys, permission scopes, service accounts, and delegation chains across agents and tools. |
Ray Security Platform discovers AI agents and shadow-AI tools reaching enterprise data, maps what each accessed, and governs the data those tools and agents can access. These capabilities are mapped to the AI Defense Matrix. [f4]
Cyber Defense Matrix
| Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|
| Devices Workstations, servers, phones, tablets, storage, network devices, IoT infrastructure, and similar hardware. | |||||
| Applications Software, interactions, and application flows on the devices. | |||||
| Networks Connections and traffic flowing among devices and apps, plus communication paths. | |||||
| Data Content at rest, in transit, or in use across devices, apps, and networks. | |||||
| Users The people using the devices, apps, networks, and data. |
Ray Security Platform learns how people and systems use enterprise data, predicts future access, and applies automated protection and real-time response across that data. These capabilities are mapped to the Cyber Defense Matrix. [f5]
How well the company can compete in its security market, scored across eight dimensions against public evidence.
| Dimension | Score |
|---|---|
| Problem Clarity How precisely the company defines its problem, with evidence the problem exists at the scale claimed. | 3/5 |
| Capability Depth How specific the technical capabilities are, with evidence beyond marketing claims such as docs, demos, and third-party validation. | 3/5 |
| Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. | 3/5 |
| Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. | 3/5 |
| GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. | 3/5 |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 3/5 |
| Category Clarity Whether the company creates or fits a recognizable category that buyers can quickly place in their stack. | 3/5 |
| Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. | 2/5 |
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A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.
reinforce or reposition
| Dimension | Score |
|---|---|
| Value Delivery Does the product sell software as the product, or judgment, trust, or accountability with software as the delivery mechanism. | 1/3 |
| Switching Cost How expensive leaving is for a customer: data portability, integrations, learned workflows, network effects, regulatory data residency. | 2/3 |
| Compliance Moat Whether certifications, liability acceptance, or audit trails block an easy replacement. | 1/3 |
| Problem Complexity Whether the product requires ML, optimization, real-time systems, or years of specialized expertise. | 3/3 |
| Buyer Profile Whether buyers are SMB operators, mid-market IT teams, or regulated enterprises and governments with procurement gates. | 3/3 |
| Layer Whether the product is an end-user application, a platform with application features, or infrastructure other applications depend on. | 2/3 |
| Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. | 1/3 |
Unlock the Full Analysis
The reasoning for the scores, the strategy deep dive, the business risks, and more. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access.
One-time purchase: $20 per profile.
UnlockReading several? Unlock the entire catalog.
| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | Calcalist: Ray Security raises $11M Seed round to launch predictive data protection | press | 2026-07-04 |
| f2 | SecurityWeek: Ray Security Emerges From Stealth With $11M | press | 2026-07-04 |
| f3 | Ray Security: raises $11M Seed round to launch predictive data protection | official | 2026-07-04 |
| f4 | AI Defense Matrix Catalog: Ray Security Shadow AI | official | 2026-07-04 |
| f5 | Ray Security: The Data Security Platform Built for the Age of AI | official | 2026-07-04 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Ray Security homepage: platform and Cushman & Wakefield (Erik Hart, CISO) testimonial “Gain full visibility into which data AI systems (LLMs, copilots, and agentic tools) are accessing data across your organization. Enforce access boundaries, maintain data lineage across AI interactions, and prevent AI from surfacing data it should not reach.” | official | 2026-07-04 |
| s2 | Ray Security: The Data Security Platform Built for the Age of AI “Analyzes historical access patterns, data behavior, and business cycles. Predicts which data will be accessed. Identifies truly business-critical vs. dormant data. Flags anomalous AI agent behavior and unauthorized access patterns.” | official | 2026-07-04 |
| s3 | Ray Security blog index, carrying the post The Agentic Pivot, What I Took Away From RSAC 2026 “But even accounting for that bias, one signal was impossible to miss” | official | 2026-07-04 |
| s4 | Ray Security: raises $11M Seed round to launch predictive data protection “Israeli startup Ray Security has emerged from stealth with an $11 million Seed round to launch what it calls the world's first predictive data security platform. The financing was co-led by Venture Guides and Ibex Investors.” | official | 2026-07-04 |
| s5 | SecurityWeek: Ray Security Emerges From Stealth With $11M “Ray Security, based in Tel Aviv, was founded by Ariel Zamir (CEO), Eric Wolf (CBO), and Dekel Levkovich (CTO) in September 2024.” | press | 2026-07-04 |
| s6 | Calcalist: Ray Security raises $11M Seed round to launch predictive data protection “Ray Security was founded by Zamir, chief business officer Eric Wolf, and chief technology officer Dekel Levkovich, veterans of Israeli companies including NetApp, Check Point, Guardicore, and Axonius.” | press | 2026-07-04 |
| s7 | World Economic Forum: New Technology Pioneers Are Building the Infrastructure for the Next Era of AI “Ray Security, Delivering AI-driven proactive cybersecurity to limit data access and prevent ransomware attacks.” | other | 2026-07-04 |
| s8 | AI Defense Matrix Catalog: Ray Security Shadow AI “Agentless discovery that finds unsanctioned AI tools and agents accessing enterprise data, maps what each accessed, and applies access controls or blocks unsanctioned AI.” | official | 2026-07-04 |
| s9 | Probe of Ray Security trust surfaces (trust./security. subdomains, /security /trust /compliance, homepage) on 2026-07-04: no first-party attestation found | other | 2026-07-04 |
| s10 | Calcalist: Ray Security, Fortune 500 customers and pending patents “Ray Security has already secured Fortune 500 customers in regulated sectors including finance, healthcare, and technology. Its platform is protected by more than 10 pending patents.” | press | 2026-07-04 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Ray Security homepage: platform and Cushman & Wakefield (Erik Hart, CISO) testimonial “Gain full visibility into which data AI systems (LLMs, copilots, and agentic tools) are accessing data across your organization. Enforce access boundaries, maintain data lineage across AI interactions, and prevent AI from surfacing data it should not reach.” | official | 2026-07-04 |
| s2 | Ray Security: The Data Security Platform Built for the Age of AI “Analyzes historical access patterns, data behavior, and business cycles. Predicts which data will be accessed. Identifies truly business-critical vs. dormant data. Flags anomalous AI agent behavior and unauthorized access patterns.” | official | 2026-07-04 |
| s4 | Ray Security: raises $11M Seed round to launch predictive data protection “Israeli startup Ray Security has emerged from stealth with an $11 million Seed round to launch what it calls the world's first predictive data security platform. The financing was co-led by Venture Guides and Ibex Investors.” | official | 2026-07-04 |
| s5 | SecurityWeek: Ray Security Emerges From Stealth With $11M “Ray Security, based in Tel Aviv, was founded by Ariel Zamir (CEO), Eric Wolf (CBO), and Dekel Levkovich (CTO) in September 2024.” | press | 2026-07-04 |
| s6 | Calcalist: Ray Security raises $11M Seed round to launch predictive data protection “Ray Security was founded by Zamir, chief business officer Eric Wolf, and chief technology officer Dekel Levkovich, veterans of Israeli companies including NetApp, Check Point, Guardicore, and Axonius.” | press | 2026-07-04 |
| s7 | World Economic Forum: New Technology Pioneers Are Building the Infrastructure for the Next Era of AI “Ray Security, Delivering AI-driven proactive cybersecurity to limit data access and prevent ransomware attacks.” | other | 2026-07-04 |
| s8 | AI Defense Matrix Catalog: Ray Security Shadow AI “Agentless discovery that finds unsanctioned AI tools and agents accessing enterprise data, maps what each accessed, and applies access controls or blocks unsanctioned AI.” | official | 2026-07-04 |
| s9 | Probe of Ray Security trust surfaces (trust./security. subdomains, /security /trust /compliance, homepage) on 2026-07-04: no first-party attestation found | other | 2026-07-04 |
| s10 | Calcalist: Ray Security, Fortune 500 customers and pending patents “Ray Security has already secured Fortune 500 customers in regulated sectors including finance, healthcare, and technology. Its platform is protected by more than 10 pending patents.” | press | 2026-07-04 |
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