What do JFrog and SplxAI sell?

JFrog sells JFrog Advanced Security, JFrog AppTrust, JFrog MCP Server, JFrog Mission Control and JFrog Professional Services. SplxAI sells Agentic Radar.

Are JFrog and SplxAI in the same category?

They share Static application security testing. JFrog's primary category is Software supply chain security and SplxAI's is AI model and agent security.

Who owns JFrog and SplxAI?

JFrog is a public company listed on Nasdaq as FROG. SplxAI is owned by Zscaler, since 2025.

Who are JFrog and SplxAI sold to?

JFrog describes its platform as providing what Dev, Ops, Security, and Governance teams and their agents need in one place. From its own pages, the company sells mainly to enterprises, saying the platform is built for enterprise scalability.

What have JFrog and SplxAI announced recently?

February 26, 2026: JFrog announced that its board of directors authorized a share repurchase program of up to $300 million of its ordinary shares.

Vendor comparison · 2 companies

JFrog vs SplxAI

JFrog describes the inputs and outputs of a software release as including binaries, packages, AI/ML models, agent skills, MCP servers, and plugins. SplxAI, which uses the name SPLX, sells scalable red teaming, real-time threat protection, and automated AI compliance and governance for AI systems. CISO Tribune files both under Static application security testing. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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JFrog vs SplxAI: Products, Customers and Funding Compared
What it sells
	JFrogJFrog describes the inputs and outputs of a software release as including binaries, packages, AI/ML models, agent skills, MCP servers, and plugins.jfrog.com	SplxAISplxAI, which uses the name SPLX, sells scalable red teaming, real-time threat protection, and automated AI compliance and governance for AI systems.splx.ai
What it sells	JFrog Advanced Security^[1][8]An advanced capability offered for the JFrog Platform. JFrog AppTrust^[6]The software supply chain governance layer of the JFrog Platform. JFrog MCP Server^[8]A remote MCP server that integrates with IDEs and AI coding assistants. JFrog Mission Control^[8]A topology management microservice built into JFrog Artifactory. JFrog Professional Services^[10]A team of DevOps engineers, architects and project managers that partners with customers.	Agentic Radar^[1][5]An open-source security scanner for agentic AI.
Categories
Categories	Software supply chain security (primary category) Software composition analysis Static application security testing Secrets detection	AI model and agent security (primary category) AI governance AI firewalls and guardrails Static application security testing
Headquarters
Headquarters	Not stated on its pages	Not stated on its pages
Founded
Founded	Not stated on its pages	2023^[2]
Ownership and funding
Ownership and funding	Public (Nasdaq: FROG)^[2][3]	Owned by Zscaler since 2025^[3]
Named customers
Named customers	Not stated on its pages	Not stated on its pages
Recent news
Recent news	February 26, 2026JFrog announced that its board of directors authorized a share repurchase program of up to $300 million of its ordinary shares.^[13]	Not stated on its pages
G2 and Gartner Peer Insights
G2 and Gartner Peer Insights	G2: Not stated on its pages Gartner Peer Insights: Not stated on its pages	G2: Not stated on its pages Gartner Peer Insights: Not stated on its pages
Who it fits
Who it fits	JFrog describes its platform as providing what Dev, Ops, Security, and Governance teams and their agents need in one place. JFrog states that Security, DevOps, and Compliance teams can be aligned on a single system of record. Customers can run JFrog as a fully managed SaaS service or as a Self-Managed on-premises solution, and JFrog supports building and shipping across public clouds and self-hosted data centers.	From its own pages, the company sells mainly to enterprises, saying the platform is built for enterprise scalability. Its asset management messaging speaks to organisations that want visibility and control over the AI assets used in the organisation. Its runtime messaging addresses teams with AI systems in production. Its governance messaging speaks to teams working with global AI security frameworks and internal risk policies.
Last verified
Last verified	November 4, 2026	September 30, 2026

Where they overlap

JFrog and SplxAI are both filed under Static application security testing.

Where they differ, field by field

JFrog's primary category is Software supply chain security; SplxAI's is AI model and agent security.
JFrog is also filed under Software composition analysis and Secrets detection. SplxAI is also filed under AI governance and AI firewalls and guardrails.
JFrog lists JFrog Advanced Security, JFrog AppTrust, JFrog MCP Server, JFrog Mission Control and JFrog Professional Services. SplxAI lists Agentic Radar.
SplxAI was founded in 2023.
JFrog is a public company listed on Nasdaq as FROG. SplxAI is owned by Zscaler, since 2025.

What it sells: JFrog

What JFrog AppTrust does^[6]: JFrog AppTrust signs every artifact, enforces policy gates, maps ownership, and delivers audit-ready traceability. Its policy-as-code gates evaluate evidence across application lifecycles or selected repositories and block non-compliant changes. It uses AI to evaluate releases against plain-language policies.
What JFrog Mission Control does^[8]: JFrog Mission Control is built into JFrog Artifactory. It enables centralized management of multiple JFrog Platform Deployments (JPDs).

Questions about JFrog and SplxAI

What do JFrog and SplxAI sell?: JFrog sells JFrog Advanced Security, JFrog AppTrust, JFrog MCP Server, JFrog Mission Control and JFrog Professional Services. SplxAI sells Agentic Radar.
Are JFrog and SplxAI in the same category?: They share Static application security testing. JFrog's primary category is Software supply chain security and SplxAI's is AI model and agent security.
When were JFrog and SplxAI founded?: SplxAI was founded in 2023.
Who owns JFrog and SplxAI?: JFrog is a public company listed on Nasdaq as FROG. SplxAI is owned by Zscaler, since 2025.
Who are JFrog and SplxAI sold to?: JFrog describes its platform as providing what Dev, Ops, Security, and Governance teams and their agents need in one place. From its own pages, the company sells mainly to enterprises, saying the platform is built for enterprise scalability.
What have JFrog and SplxAI announced recently?: February 26, 2026: JFrog announced that its board of directors authorized a share repurchase program of up to $300 million of its ordinary shares.

About JFrog

JFrog describes the inputs and outputs of a software release as including binaries, packages, AI/ML models, agent skills, MCP servers, and plugins. The JFrog Platform governs MCP servers, agent skills, and agent plugins alongside packages, models, and binaries.

JFrog embeds security and risk management, from scanning and healing to signing and policy enforcement, across every stage of the agentic software supply chain. JFrog automatically replaces vulnerable packages with verified patched versions from any source. JFrog secrets detection has a second analysis layer that features a fine-tuned, context-aware classification model. JFrog detects AI assets, such as MCP servers and agent skills, running on developer workstations. JFrog blocks malicious and unwanted OSS components from coming into the software supply chain. JFrog has a dedicated security research team that discovers, analyzes, and exposes new vulnerabilities and attack methods.^[1][4][5]

JFrog AppTrust is the software supply chain governance layer of the JFrog Platform. JFrog AppTrust signs every artifact, enforces policy gates, maps ownership, and delivers audit-ready traceability. The policy-as-code gates in JFrog AppTrust evaluate evidence across application lifecycles or selected repositories and block non-compliant changes. JFrog AppTrust signs every agent prompt, commit, PR, approval, Jira ticket, and SBOM and binds each one to the software artifact. JFrog AppTrust uses AI to evaluate releases against plain-language policies. JFrog applies pre-built CRA and DORA policy templates to release gates. JFrog AppTrust lets teams test new policies against real Application Versions before they block a build.^[4][6]

Woven Planet standardized on JFrog Artifactory as the single source of truth for all binaries and builds in its development pipeline. JFrog Mission Control is a topology management microservice built into JFrog Artifactory that enables centralized management of multiple JFrog Platform Deployments. The JFrog MCP Server is a remote MCP server that integrates with IDEs and AI coding assistants such as Claude Code or Cursor. JFrog offers JFrog Advanced Security (JAS), Catalog, and Runtime as advanced capabilities for the JFrog Platform. JFrog customers can install only a single product, such as Artifactory, or combine multiple products, like Artifactory and Xray.^[1][7][8]

JFrog offers a fully managed SaaS service and a Self-Managed on-premises solution. JFrog provides a Helm chart to deploy the JFrog Platform on Kubernetes. JFrog supports automating JFrog Platform installation on VMs or bare metal using an Ansible Collection. The JFrog Platform can unify multiple JFrog sites across regions, business units, and SaaS or self-managed deployments into one federated platform. JFrog lets customers federate an on-prem site with a SaaS site, then move workloads when it makes sense. JFrog lets SaaS customers pick the host and region for all SaaS workloads. JFrog supports 60+ package technologies, including MCP servers, models, skills, and agent plugins. JFrog offers uptime SLAs up to 99.99% on JFrog SaaS.^[8][9]

JFrog serves enterprise and government organizations. JFrog states that the JFrog Platform provides what Dev, Ops, Security, and Governance teams and their agents need in one place. JFrog Professional Services is a team of DevOps engineers, architects and project managers who partner with customers on DevOps transformation. JFrog caches dependencies close to build pipelines to serve them wherever developers need them.^{[1][5][6][9][10][11][12]}

JFrog on the record

About SplxAI

SplxAI, which uses the name SPLX, sells scalable red teaming, real-time threat protection, and automated AI compliance and governance for AI systems. SPLX delivers security tooling for red teaming, runtime security, governance and remediation to build, deploy and scale AI systems. SPLX helps global enterprises secure AI systems end-to-end. SPLX describes security teams as lacking the tools to continuously map, monitor, or validate dynamic LLM behavior and vulnerabilities.^{[4][5][7][9][11]}

SPLX builds an AI-BOM, uncovers vulnerabilities, and helps users stay aligned with compliance frameworks. SPLX detects LLMs used across an organization and shows benchmark scores for each. SPLX lets users approve or block usage of the LLMs it detects. SPLX scans code repos to visualize every agent, tool, and MCP server in AI workflows. SPLX discovers MCP servers in an environment and scans for exploitable vulnerabilities in orchestration layers. SPLX connects to cloud platforms, code repos, ML and AI platforms for a unified inventory of AI assets in an organization.^[5][8]

SPLX runs automated red teaming that continuously uncovers vulnerabilities in AI systems. SPLX red teaming runs high-scale vulnerability assessments and simulates domain-specific attacks on AI systems from build to runtime. SPLX red teaming tests malicious prompts from adversarial and regular user personas. SPLX red teaming covers prompt injections, off-topic, hallucinations, and social engineering. SPLX lets users create custom AI assessments to test for specific risk scenarios and security criteria. SPLX lets users upload predefined datasets tailored to their threat models for red teaming. SPLX red teaming simulates attack scenarios with different input types for multi-modal AI assistants. The SplxAI platform integrates into the CI/CD pipeline.^{[1][4][5][7][9]}

SPLX generates hardened system prompts and applies targeted remediation steps based on red teaming insights. SPLX hardens a system prompt and applies dynamic remediation strategies. SPLX enforces input and output guardrails during live deployments to detect malicious behavior, prevent prompt injections, and stop sensitive data leakage in real time. SPLX lets users define off-topic rules and risk boundaries through natural language. SPLX provides detailed logs of blocked prompts and flagged outputs. SPLX scans LLM logs to detect jailbreaks, prompt injections, and malicious queries in near real time. SPLX lets users select risk scanners and upload LLM logs for threat discovery.^{[1][4][5][7][10][12]}

The SPLX Platform maps an AI risk surface to global and industry-specific frameworks to help identify compliance gaps. SPLX automatically maps test results to AI frameworks to spot gaps and eliminate manual tracking. SPLX lets users set custom governance rules or import JSON policies to enforce internal security standards. SPLX stress-tests open-source and commercial language models with thousands of attacks. SPLX model testing shows how models perform with no prompt, a basic prompt, and a hardened prompt.^{[1][4][5][6][13]}

SPLX offers API integration that allows for connections to any type of endpoint. Agentic Radar is an open-source security scanner for agentic AI. Agentic Radar visualizes workflows, surfaces attack patterns and tool-level vulnerabilities, and provides hardening recommendations for each agent.^[1][4][5]

SPLX says it has put controls in place to meet the compliance needs of highly regulated industries. SPLX describes itself as a remote-first team.^{[1][4][5][6][7][9][10][11][14][15]}

SplxAI on the record

Sources

JFrog full record

[1]jfrog.comJFrog · jfrog.com · undated page, accessed November 4, 2026 · Tier A
[2]DefaultJFrog Investor Relations · investors.jfrog.com · published May 7, 2026 · Tier A
[3]Software Supply Chain Platform | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
[4]Software Supply Chain Solutions for DevOps & Security | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
[5]JFrog Security and Compliance SolutionsJFrog · undated page, accessed November 10, 2026 · Tier A
[6]JFrog AppTrust | Software Supply Chain Governance & Policy-as-CodeJFrog · undated page, accessed November 10, 2026 · Tier A
[7]Customer Success Story: DevOps Automation at Woven Planet | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
[8]JFrog Platform | DownloadJFrog · undated page, accessed November 10, 2026 · Tier A
[9]Enterprise Software Supply Chain Platform | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
[10]JFrog Professional Services | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
[11]Invest in the Developer Experience | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
[12]Security JIRA | JFrogJFrog · undated page, accessed November 10, 2026 · Tier A
[13]JFrog Announces $300 Million Share Repurchase Program | JFrogJFrog · published February 26, 2026 · Tier A

SplxAI full record

[1]splx.aiSplxAI · splx.ai · undated page, accessed September 30, 2026 · Tier A
[2]SplxAI Closes $7M Seed Funding Round to Help Organizations Secure Agentic AI SystemsBusiness Wire · businesswire.com · published March 26, 2025 · Tier A
[3]Zscaler acquires splxSplxAI · splx.ai · published November 3, 2025 · Tier A
[4]SPLX Platform | End-to-End Security for the AI LifecycleSPLX · undated page, accessed October 31, 2026 · Tier A
[5]SPLX | End-to-End Security for AISPLX · undated page, accessed October 31, 2026 · Tier A
[6]AI Governance & Compliance | Stay Aligned with AI PoliciesSPLX · undated page, accessed October 31, 2026 · Tier A
[7]Remediation | Harden your LLM system prompts to mitigate risksSPLX · undated page, accessed October 31, 2026 · Tier A
[8]AI Asset Management | Unified Inventory & Security for Enterprise AISPLX · undated page, accessed October 31, 2026 · Tier A
[9]Probe | Automated & Continuous Red Teaming for Conversational AISPLX · undated page, accessed October 31, 2026 · Tier A
[10]AI Runtime Protection | Real-Time AI Threat DetectionSPLX · undated page, accessed October 31, 2026 · Tier A
[11]SplxAI | The future of automated AI Red TeamingSPLX · undated page, accessed November 10, 2026 · Tier A
[12]Monitoring | Analyze LLM Logs to proactively identify malicious user activitySPLX · undated page, accessed November 10, 2026 · Tier A
[13]LLM Benchmarks | Compare and Evaluate the Security of Leading AI ModelsSPLX · undated page, accessed November 10, 2026 · Tier A
[14]Security and TrustSPLX · undated page, accessed November 10, 2026 · Tier A
[15]Pricing & PlansSPLX · undated page, accessed November 10, 2026 · Tier A

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