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.
Pluto Security, a Tel Aviv startup incorporated in 2025, targets a growing gap. Employees outside engineering now build apps and agents with AI tools and ship them to production unreviewed. Pluto connects agentlessly to find the AI coding assistants, no-code builders, and agents in use, scores their risk, and enforces guardrails so security teams can allow the building. Founders come from Unit 8200, Microsoft, and Palo Alto Networks, and 160 security leaders voted it Best Emerging Technology in 2026. That award and the AWS, CrowdStrike, and NVIDIA accelerators are its strongest public signals, since it names no customers and discloses no funding. It fits a team losing track of what staff build with AI, and is weakest if a larger platform adds the same discovery, a risk not yet evidenced.
| Description | Pluto Security sells an AI workspace security platform that agentlessly discovers the AI builders, coding assistants, and agents employees use, scores their risk, and enforces guardrails, so security teams can permit AI-driven building instead of blocking it. | [f1] |
|---|---|---|
| Founded | 2025 | [f2] |
| HQ | Tel Aviv, Israel | [f2] |
| Product | What it does |
|---|---|
| Pluto AI Workspace Security Platform | Agentlessly discovers the AI builders, coding assistants, agents, and MCP tools employees use, scores their risk, and enforces real-time guardrails on AI building activity. |
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. |
The Pluto AI Workspace Security Platform agentlessly discovers the AI builders, agents, MCP servers, plugins, and IDEs employees use, scores their risk, and enforces real-time guardrails on AI building activity. These capabilities are mapped to the AI Defense Matrix. [f3]
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. | 2/5 |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 2/5 |
| 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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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.
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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 | Pluto Security homepage | official | 2026-07-04 |
| f2 | KYC Israel (commercial registry aggregator): PLUTO SECURITY LTD (reg. 517212452); domain pluto.security registered 2025-08-14 corroborates | other | 2026-07-04 |
| f3 | AI Defense Matrix Catalog: Pluto Security | official | 2026-07-04 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Pluto Security homepage, product framing and AI-builder integrations “Pluto is the AI Workspace Security Platform that lets you oversee and protect all AI building ventures in your organization” | official | 2026-07-04 |
| s2 | Pluto Security about page, founding-team provenance and accelerators “Pluto Security was founded by a world-class team from Unit 8200, Microsoft, and Palo Alto Networks, builders who have led security at global scale. Backed by leading security and cloud ecosystems, and part of top accelerators including AWS, CrowdStrike and NVIDIA” | official | 2026-07-04 |
| s3 | Innovate Cybersecurity: Pluto Security wins Best Emerging Technology, voted by 160 CISOs and security executives “Going up against 10 fellow startups, Pluto Security earned first place in a vote cast entirely by 160 CISOs and security executives in attendance.” | press | 2026-07-04 |
| s4 | Innovate Cybersecurity: Pluto agentless discovery of AI builders and their ecosystem “Pluto connects agentlessly to existing security and infrastructure systems to uncover which AI builders are in use, including Claude Code, Cursor, v0, Lovable, Cowork, and n8n, along with their ecosystem, such as MCPs, Skills, Plugins, IDEs, and extensions.” | press | 2026-07-04 |
| s5 | Forbes Israel (Michael Matias): interview with co-founder Shahar Bahat “Shahar, a former Unit 8200 operator and product leader at both startups and Microsoft, co-founded Pluto Security to address what might be the fastest-growing attack surface in the enterprise: software built by non-developers.” | press | 2026-07-04 |
| s6 | Forbes Israel: Bahat on AI-generated apps reaching production without controls “We're seeing AI-generated apps accessing production systems, integrating with sensitive data, and exposed to customers. Secrets management, access control, logging, it's all being skipped.” | press | 2026-07-04 |
| s7 | KYC Israel (commercial registry aggregator): PLUTO SECURITY LTD (reg. 517212452), incorporated 2025, Tel Aviv “Incorporation Date: 31/08/2025” | other | 2026-07-04 |
| s8 | Pluto research (Yotam Perkal): Count Dooku malicious Open VSX campaign “Over the last few days, Pluto Security has been tracking an active malicious extension campaign on Open VSX.” | official | 2026-07-04 |
| s9 | Pluto blog: Claude Enterprise integration via Anthropic Compliance API, in private preview “The Pluto integration with Anthropic's Compliance API is available in Private Preview for organizations using both Pluto and Claude Enterprise.” | official | 2026-07-04 |
| s10 | Pluto homepage footer SOC 2 Type 2 / ISO 27001 badge (probe, 2026-07-04) “The homepage footer displays an image badge (sec-badges.webp) with alt text SOC2 TYPE 2 / ISO27001.” | official | 2026-07-04 |
| s11 | Pluto trust center probe: trust.pluto.security live (2026-07-04) “A trust center resolves at trust.pluto.security (HTTP 200), a Trust Vault portal.” | official | 2026-07-04 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Pluto Security homepage, product framing and AI-builder integrations “Pluto is the AI Workspace Security Platform that lets you oversee and protect all AI building ventures in your organization” | official | 2026-07-04 |
| s2 | Pluto Security about page, founding-team provenance and accelerators “Pluto Security was founded by a world-class team from Unit 8200, Microsoft, and Palo Alto Networks, builders who have led security at global scale. Backed by leading security and cloud ecosystems, and part of top accelerators including AWS, CrowdStrike and NVIDIA” | official | 2026-07-04 |
| s3 | Innovate Cybersecurity: Pluto Security wins the emerging-technology award, voted by 160 CISOs and security executives “Going up against 10 fellow startups, Pluto Security earned first place in a vote cast entirely by 160 CISOs and security executives in attendance.” | press | 2026-07-04 |
| s4 | Innovate Cybersecurity: Pluto agentless discovery of AI builders and their ecosystem “Pluto connects agentlessly to existing security and infrastructure systems to uncover which AI builders are in use, including Claude Code, Cursor, v0, Lovable, Cowork, and n8n, along with their ecosystem, such as MCPs, Skills, Plugins, IDEs, and extensions.” | press | 2026-07-04 |
| s5 | Forbes Israel (Michael Matias): interview with co-founder Shahar Bahat “Shahar, a former Unit 8200 operator and product leader at both startups and Microsoft, co-founded Pluto Security to address what might be the fastest-growing attack surface in the enterprise: software built by non-developers.” | press | 2026-07-04 |
| s6 | Forbes Israel: Bahat on AI-generated apps reaching production without controls “We're seeing AI-generated apps accessing production systems, integrating with sensitive data, and exposed to customers. Secrets management, access control, logging, it's all being skipped.” | press | 2026-07-04 |
| s7 | KYC Israel (commercial registry aggregator): PLUTO SECURITY LTD (reg. 517212452), incorporated 2025, Tel Aviv “Incorporation Date: 31/08/2025” | other | 2026-07-04 |
| s8 | Pluto research (Yotam Perkal): Count Dooku malicious Open VSX campaign “Over the last few days, Pluto Security has been tracking an active malicious extension campaign on Open VSX.” | official | 2026-07-04 |
| s9 | Pluto blog: Claude Enterprise integration via Anthropic Compliance API, in private preview “The Pluto integration with Anthropic's Compliance API is available in Private Preview for organizations using both Pluto and Claude Enterprise.” | official | 2026-07-04 |
| s10 | Pluto homepage footer SOC 2 Type 2 / ISO 27001 badge (probe, 2026-07-04) “The homepage footer displays an image badge (sec-badges.webp) with alt text SOC2 TYPE 2 / ISO27001.” | official | 2026-07-04 |
| s11 | Pluto trust center probe: trust.pluto.security live (2026-07-04) “A trust center resolves at trust.pluto.security (HTTP 200), a Trust Vault portal.” | official | 2026-07-04 |
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