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.
Aurascape began as a watchdog for employee AI use and has shifted its weight toward a harder problem, controlling what AI agents actually do. In March 2026 it added the Zero-Bypass MCP Gateway, a checkpoint for the connections agents use to reach tools, which verifies and controls each tool call an agent makes. Aurascape's own market page notes that Zscaler announced a comparable gateway in early 2026. The employee-monitoring half is the part such platforms can most easily copy. Aurascape also shows customer proof beyond a single testimonial: the homepage carries a wall of named customer logos plus a credit union case study tied to a regulator's AI expectations.
| Description | Aurascape secures how enterprises use and build AI, inspecting prompts and responses inline to discover AI apps and agents, enforce policy, and protect sensitive data across employee AI use and agentic workflows. | [f1] |
|---|---|---|
| Founded | 2023 | [f2] |
| HQ | Santa Clara, California, United States | [f3] |
| Funding | $62.8M total | [f2] |
| Latest funding | $50M round (April 2025), led by Mayfield Fund and Menlo Ventures | [f4] |
| Product | What it does |
|---|---|
| Aurascape AI Security Platform | Inline platform that discovers and risk-scores AI apps, copilots, and agents, inspects prompts and responses, and enforces data-protection and threat-prevention policy across AI 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 Aurascape AI Security Platform inspects prompts and responses inline to protect runtime AI data and detect risky activity, and discovers AI apps and agents while guarding tool use through an MCP gateway. These capabilities are mapped to the AI Defense Matrix. [f1]
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. | 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. | 3/5 |
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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 | Aurascape: A Security Platform Purpose-Built for the AI Era | official | 2026-06-24 |
| f2 | SiliconANGLE: Aurascape launches with $50M in funding to bring security and observability to AI apps | press | 2026-06-24 |
| f3 | Aurascape Launches from Stealth with $50M in Funding | official | 2026-06-24 |
| f4 | SecurityWeek: Aurascape Banks Hefty $50 Million to Mitigate 'Shadow AI' Risks | press | 2026-06-24 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Aurascape Product: A Security Platform Purpose-Built for the AI Era “Enforce runtime guardrails on live agent interactions and govern tool use through the industry's first Zero-Bypass MCP Gateway.” | official | 2026-06-24 |
| s2 | Aurascape: Built for the Age of AI “Moinul Khan, CEO, Co-Founder. Patrick Xu, CTO, Co-Founder.” | official | 2026-06-24 |
| s3 | SiliconANGLE: Aurascape launches with $50M in funding to bring security and observability to AI apps “Founded in 2023, Aurascape offers a purpose-built platform driven by what it calls an AI-native engine. The company's launch funding includes a $12.8 million seed round raised in August led by Mayfield Fund.” | press | 2026-06-24 |
| s4 | SecurityWeek: Aurascape Banks Hefty $50 Million to Mitigate 'Shadow AI' Risks “The hefty funding round also included strategic investments from Celesta Capital, former Palo Alto Networks CEO Mark McLaughlin. The Aurascape platform is capable of tracking interactions and decoding prompt-response data across a wide array of AI apps.” | press | 2026-06-24 |
| s5 | Menlo Ventures: Investing in Aurascape, Building the Security Stack for the AI Era “Aurascape's approach is prevention-first: a cloud-native, inline proxy paired with an endpoint agent that can decode 1,500+ applications and detect risky AI behavior in real-time. Their solution captures activity across text, audio, image, and code.” | press | 2026-06-24 |
| s6 | Aurascape Launches from Stealth with $50M in Funding “Lead investors include Mayfield Fund and Menlo Ventures, along with security industry leaders, including former Palo Alto Networks CEO Mark McLaughlin, former Symantec CEO Greg Clark, and former Zscaler Chief Strategy Officer Manoj Apte.” | official | 2026-06-24 |
| s7 | Aurascape: The AI Security Company “Aurascape gives us full visibility and protection for risky AI use. Vineet Arora, CTO | WinWire Technologies.” | official | 2026-07-02 |
| s8 | Trust probe 2026-07-02: homepage badge grep, trust. and security. subdomains DNS-fail, /trust 404, /security redirects to a 1,816-byte PNG icon (curl) “GET https://aurascape.ai/security returned HTTP 200 for https://aurascape.ai/wp-content/uploads/2025/01/Security.png, an image/png of 1,816 bytes, with no attestation content.” | official | 2026-07-02 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Aurascape Product: A Security Platform Purpose-Built for the AI Era “Enforce runtime guardrails on live agent interactions and govern tool use through the industry's first Zero-Bypass MCP Gateway.” | official | 2026-07-07 |
| s2 | Aurascape homepage: Our Customers logo wall (alt text names The Police Credit Union, USC, US Xpress, Assurity Insurance, WinWire, Auradine, others) “Our Customers 20,000+ AI Applications Secured, 20 logo-wall image alts incl. usxpress, usc, assurity insurance, auradine, thepolicecu, winwire, iihs, sitime” | official | 2026-07-07 |
| s3 | Aurascape: Built for the Age of AI “Moinul Khan, CEO, Co-Founder. Patrick Xu, CTO, Co-Founder. Viswesh, Product Management, Co-Founder. Liang Li, Engineering, Co-Founder. Mark McLaughlin, Board Observer & Former CEO, Palo Alto Networks.” | official | 2026-07-07 |
| s4 | SiliconANGLE: Aurascape launches with $50M in funding to bring security and observability to AI apps “Founded in 2023, Aurascape offers a purpose-built platform driven by what it calls an AI-native engine that provides visibility into the network and employee use of AI apps to provide data security and observability.” | press | 2026-07-07 |
| s5 | SecurityWeek (April 2025): Aurascape Banks Hefty $50 Million to Mitigate 'Shadow AI' Risks “Silicon Valley startup Aurascape has emerged from a year-long stealth phase with $50 million in funding from Menlo Ventures and Mayfield Fund and ambitious plans to solve the "shadow AI" security problem.” | press | 2026-07-07 |
| s6 | Menlo Ventures: Investing in Aurascape, Building the Security Stack for the AI Era “Aurascape's approach is prevention-first: a cloud-native, inline proxy paired with an endpoint agent that can decode 1,500+ applications and detect risky AI behavior in real-time, with minimal false positives. Their solution captures activity across text, audio, image, and code.” | press | 2026-07-07 |
| s7 | Mayfield: Partnering with Aurascape.ai to Transform Cybersecurity for Generative AI “Mayfield is leading an oversubscribed $12.8M seed investment in Aurascape AI (a spin-out from our portfolio company Auradine). We are excited to partner with an exceptional team consisting of Rajiv Khemani, Liang Li, Patrick Xu, Barun K., Viswesh Ananthakrishnan, and Sanjay Gupta.” | press | 2026-07-07 |
| s8 | BankInfoSecurity: Aurascape Takes On AI Data Protection With $50M in Funding “Aurascape's near-term goal is to acquire 25 enterprise customers across finance, healthcare and retail to validate product differentiation, get insights for roadmap shaping, and set retention targets for multi-year subscriptions.” | press | 2026-07-07 |
| s9 | Aurascape case study: How The Police Credit Union Met Compliance Requirements While Embracing AI “As a result, they project a 27% productivity uplift alongside an 83% reduction in AI risk, backed by documented guardrails and examiner-ready interaction logs that show AI is being used responsibly. NCUA AI audit ready.” | official | 2026-07-07 |
| s10 | Aurascape news (March 17, 2026): Aurascape Unveils New Zero-Bypass MCP Gateway and Expands AI Security Platform for Enterprise Agents and Custom AI Applications “At the center of the announcement is Aurascape's new Zero-Bypass MCP Gateway, designed to address one of the biggest emerging gaps in agent security.” | official | 2026-07-07 |
| s11 | Aurascape news: Aurascape Recognized in the Gartner Emerging Tech Impact Radar: AI Cybersecurity Ecosystem “In this research, Aurascape is recognized in the AI Usage Control category, highlighting our role in this urgent and high-impact area.” | official | 2026-07-07 |
| s12 | Aurascape: The AI Security Landscape in 2026, Vendors, Categories, and How They Compare “Zscaler. Delivers AI security through its Zero Trust Exchange cloud proxy, discovers AI applications using its existing CASB shadow-IT framework, applies inline threat detection and DLP through AI Guard, and announced an MCP Gateway in early 2026.” | official | 2026-07-07 |
| s13 | Aurascape: Secure Agentic AI “Catch prompt injection, data leakage, and policy violations before they impact your agents or users, with every model interaction inspected in real time through the LLM Proxy. Deploy in minutes with Zero-Touch Onboarding across popular MCP clients and servers.” | official | 2026-07-07 |
| s14 | Trust and pricing probe 2026-07-07 (curl): trust./security. subdomains DNS-fail, /trust 404, /security serves a PNG, /pricing 404, docs redirect “GET https://aurascape.ai/security returned HTTP 200 for https://aurascape.ai/wp-content/uploads/2025/01/Security.png, an image/png of 1,816 bytes, with no attestation content.” | official | 2026-07-07 |
| s15 | Aurascape AuraLabs research: SilentBridge, Zero-Click AI Agent Takeover in Meta Manus “Critical Vulnerability in Meta Manus AI Agent Enables Zero-Click Indirect Prompt Injection Attacks. 2025-09-18, Initial report sent to Manus security team. 2026-02-24, This blog post published after coordinated disclosure window.” | official | 2026-07-07 |
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