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.
Vorlon has sold the same data-flow monitoring under three category names in roughly two years. Press covering its April 2024 funding round described a third-party API security platform, the company later marketed data-centric SaaS security, and its current homepage describes an agentic ecosystem security platform. Under every label, the product monitors data moving between a company's AI agents, SaaS applications, and APIs. Vorlon appears to still be searching for the budget line its buyer will fund. Accel led the Series A that brought total funding to $15.7 million, and co-founders of Demisto, where Vorlon's founders worked before Palo Alto Networks acquired it, invested. No outside report in the cited record yet describes a customer deployment.
| Description | Vorlon is a data security platform that protects the data moving between a company's AI agents and the SaaS apps, cloud data stores, and other enterprise systems they connect to. | [f1] |
|---|---|---|
| Founded | 2022 | [f2] |
| HQ | Mountain View, California, US | [f3] |
| Funding | $15.7M total | [f4] |
| Latest funding | Series A, $15.7M (April 2024) | [f4] |
| Deployment | SaaS | [f5] |
| Compliance | SOC 2 Type 2 | [f5] |
| Product | What it does |
|---|---|
| Vorlon | Vorlon: AI Agent Flight Recorder and Action Center capture a cross-application forensic audit trail of agent actions, surface behavioral anomaly findings, and route coordinated response. |
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. |
Vorlon's AI Agent Flight Recorder and Action Center capture a cross-application forensic audit trail of agent actions, surface behavioral anomaly findings, and route coordinated response. It is mapped to the AI Defense Matrix. [f6]
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. | 4/5 |
| 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.
pivot urgently
| 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. | 2/3 |
| 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 | Vorlon: Agentic Ecosystem Security Platform | official | 2026-07-09 |
| f2 | SiliconANGLE: Vorlon raises $15.7M to tackle third-party API risks | press | 2026-06-13 |
| f3 | Vorlon contact page | official | 2026-06-14 |
| f4 | SiliconANGLE: Vorlon raises $15.7M to tackle third-party API risks | press | 2026-06-14 |
| f5 | AI Defense Matrix Catalog entry | other | 2026-06-13 |
| f6 | AI Defense Matrix Catalog mapping | other | 2026-06-23 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Vorlon homepage “Vorlon helps enterprises deploy AI at scale without exposing sensitive data. Secure the data between your agents and enterprise systems in real time, across every app, integration, and identity.” | official | 2026-06-13 |
| s2 | Vorlon platform page “Data classification without content inspection: PII, credentials, IP, and custom tagging” | official | 2026-06-13 |
| s3 | Vorlon About page “Vorlon was founded in 2022 by Amir Khayat and Amichay Spivak. Before Vorlon, Amir and Amichay built Demisto. Demisto (now Palo Alto Networks XSOAR) transformed how security teams respond to incidents, and its 2019 acquisition by Palo Alto Networks remains one of the largest in cybersecurity history.” | official | 2026-06-13 |
| s4 | Vorlon Data-Centric SaaS Security page “Ecosystem-Wide Threat Detection: Baseline data and identity activity. Detect active attacks with anomaly detection and UEBA. Proactive Breach Prevention: Revoke or rotate risky tokens, API keys, and service accounts instantly.” | official | 2026-06-13 |
| s5 | Vorlon DataMatrix patented technology blog “Vorlon's DataMatrix technology is now patented. Learn how this intelligent simulation engine secures the agentic ecosystem by mapping AI agents, SaaS integrations, and data in motion.” | official | 2026-06-13 |
| s6 | Vorlon AI Agent Flight Recorder and Action Center announcement “The Flight Recorder and the Action Center are not two separate products. They are two halves of the same motion. Detection without response is frustration. Response without forensics is guesswork.” | official | 2026-06-13 |
| s7 | CTech: Vorlon completes Series A, total $15.7 million (James Spiro, 2024-04-17) “Vorlon, a platform for comprehensive third-party API security, has announced that it has completed a Series A funding round led by Accel, bringing its total capital to $15.7 million. With app-to-app communication now representing over 80% of internet traffic.” | press | 2026-06-13 |
| s8 | SiliconANGLE: Vorlon raises $15.7M to tackle third-party API risks (2024-04-17) “Founded in 2022, Vorlon offers a comprehensive third-party API security platform. Accel Partners led the Series A round, with Shield Capital and various individual investors also participating.” | press | 2026-06-13 |
| s9 | Pulse 2.0: Vorlon Closes $15.7 Million (Amit Chowdhry, 2024-04-20) “Accel and Shield Capital are joined by several notable cybersecurity investors, such as Demisto co-founders Slavik Markovich, Rishi Bhargava, Dan Sarel, and Guy Rinat. These investors worked closely with Vorlon's co-founders at Demisto before Palo Alto Networks acquired it for $560 million in 2019.” | press | 2026-06-13 |
| s10 | Vorlon Series A press release (2024-04-17) ““Vorlon’s ability to reduce the timeline between threat detection and remediation to minutes is what makes this technology so powerful,” said Steve Loughlin, Partner at Accel.” | official | 2026-06-13 |
| s11 | Vorlon homepage customer testimonials ““Vorlon helped us identify critical third-party risks we didn't even know existed.” Ran Landau, Chief Technology Officer, Splitit. “How do you find keys that aren't being used? Vorlon helps with all of those.” Eric Richard, SVP Engineering, Dutchie. Anthony Lee-Masis, CISO & VP of IT, ThoughtSpot.” | official | 2026-06-16 |
| s12 | Vorlon About page customer list “Customers include Fortune 500 companies and fast-moving innovators like CarGurus, ThoughtSpot, OPENLANE, and Dutchie.” | official | 2026-06-16 |
| s13 | Vorlon LinkedIn company page “Company size 11-50 employees. View all 33 employees. Founded 2022. Mountain View, CA.” | official | 2026-06-16 |
| s14 | Vorlon homepage footer attestation badge (SOC 2 Type II) “Certification Content Container.png renders an AICPA SOC seal labeled SOC 2 Type II Certified, shown in the footer beside the AWS Partner, CRN Stellar Startups, Latio AI Security Innovator, and FS-ISAC Affiliate badges.” | official | 2026-06-17 |
| s15 | Vorlon Trust page SOC 2 Type II statement “SOC 2 Type II. Our SOC 2 report offers assurances to our customers. If you require a copy of our SOC 2 Type II audit report, please fill out the request form. Your Account Manager will respond.” | official | 2026-06-17 |
| s16 | Vorlon homepage probe: rendered navigation, calls to action, footer badges “Get a Demo. Talk to Sales. Customer Support: Access our customer support portal. Footer badge images: soc-type-2, aws partner, 2025-CRN-Stellar-Startups, latio innovators, FS-ISAC-Seal_Affiliate. CISO Report Resource Tile.” | official | 2026-07-02 |
| s17 | Vorlon Series A press release: Akamai traffic attribution “App-to-app communication now represents over 80% of internet traffic (Source: Akamai), and the third-party APIs an org consumes pose a great security risk” | official | 2026-07-02 |
| s18 | CTech: Vorlon founders' Demisto roles (James Spiro, 2024-04-17) “Khayat founded Vorlon with CTO Amichay Spivak. Both Khayat and Spivak worked at Demisto and then Palo Alto Networks after the latter acquired the former for $560 million in 2019.” | press | 2026-07-02 |
| s19 | Vorlon trust-center subdomain probe (trust and security hosts) “DNS lookups for trust.vorlon.io and security.vorlon.io return no records, and HTTPS requests to both hosts fail with could-not-resolve errors.” | official | 2026-07-02 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Vorlon homepage: Agentic Ecosystem Security Platform “Vorlon helps enterprises deploy AI at scale without exposing sensitive data. Secure the data between your agents and enterprise systems in real time, across every app, integration, and identity in your ecosystem.” | official | 2026-06-18 |
| s2 | Vorlon About page: founders, DataMatrix, Guardian, customers “Vorlon was founded in 2022 by Amir Khayat and Amichay Spivak, who before Vorlon built Demisto (now Palo Alto Networks XSOAR), acquired by Palo Alto Networks in 2019. Vorlon Guardian, the real-time enforcement gateway, applies blocking, masking, and read-only enforcement at the protocol layer.” | official | 2026-06-18 |
| s3 | Vorlon platform page: AI Agent Runtime Security mechanics “Sensitive data classification without content inspection, privacy-preserving by design. Behavioral detection anchored to data movement, not access events. Any cloud, SaaS, or homegrown system with an API or MCP server becomes a governed endpoint in minutes.” | official | 2026-06-18 |
| s4 | Vorlon Data-Centric SaaS Security: detection, response, DLP framing “Baseline data and identity activity. Detect active attacks with anomaly detection and UEBA. Revoke or rotate risky tokens, API keys, and service accounts instantly, stopping attackers mid-stream. Endpoint and network-centric DLP tools don't secure sensitive data flowing between SaaS apps.” | official | 2026-06-17 |
| s5 | Vorlon AI Agent Flight Recorder and Action Center announcement “The Flight Recorder and the Action Center are not two separate products. They are two halves of the same motion. Detection without response is frustration. Response without forensics is guesswork. You need the complete record of what happened and a coordinated path to fix it.” | official | 2026-06-17 |
| s6 | Vorlon platform page: contextual data classification and remediation testimonials “Every data flow classified, PII, PHI, PCI, credentials, IP, and tied to the identities and integrations involved. Ran Landau, CTO, Splitit. Anthony Lee-Masis, CISO and VP of IT, ThoughtSpot.” | official | 2026-06-18 |
| s7 | CTech: Vorlon completes Series A, total 15.7 million (James Spiro, 2024-04-17) “Vorlon, a platform for comprehensive third-party API security, has completed a Series A funding round led by Accel, bringing its total capital to $15.7 million. App-to-app communication now represents over 80% of internet traffic.” | press | 2026-06-17 |
| s8 | SiliconANGLE: Vorlon raises 15.7M to tackle third-party API risks (2024-04-17) “Founded in 2022, Vorlon offers a comprehensive third-party API security platform. Vorlon's solution focuses on enabling organizations to manage third-party APIs proactively, monitor data in motion, identify legitimate versus illegitimate traffic and quickly remediate issues as they occur.” | press | 2026-06-17 |
| s9 | Pulse 2.0: Vorlon Closes 15.7 Million (Amit Chowdhry, 2024-04-20) “Accel and Shield Capital are joined by several notable cybersecurity investors, such as Demisto co-founders Slavik Markovich, Rishi Bhargava, Dan Sarel, and Guy Rinat. These investors worked closely with Vorlon's co-founders at Demisto before Palo Alto Networks acquired it for $560 million in 2019.” | press | 2026-06-18 |
| s10 | Vorlon Trust page: SOC 2 Type II by request “SOC 2 Type II. If you require a copy of our SOC 2 Type II audit report, please fill out the request form. Your Account Manager will respond.” | official | 2026-06-18 |
| s11 | Vorlon homepage probe: rendered navigation, calls to action, footer badges “Get a Demo. Talk to Sales. Customer Support: Access our customer support portal. Footer badge images: soc-type-2, aws partner, 2025-CRN-Stellar-Startups, latio innovators, FS-ISAC-Seal_Affiliate. CISO Report Resource Tile.” | official | 2026-07-02 |
| s12 | CTech: Vorlon founders' Demisto roles (James Spiro, 2024-04-17) “Khayat founded Vorlon with CTO Amichay Spivak. Both Khayat and Spivak worked at Demisto and then Palo Alto Networks after the latter acquired the former for $560 million in 2019.” | press | 2026-07-02 |
| s13 | Vorlon trust-center subdomain probe (trust and security hosts) “DNS lookups for trust.vorlon.io and security.vorlon.io return no records, and HTTPS requests to both hosts fail with could-not-resolve errors.” | official | 2026-07-02 |
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