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.
Miggo Security sells runtime defense for applications and the AI agents inside them. Its application product rests on a patent-pending DeepTracing engine and an agentless sensor. Miggo proves itself most clearly in the original business: SoFi, Patreon, and Lifelabs are named for the Application Detection and Response product, and the team's ALBeast disclosure in AWS load balancers earned a research profile. Gartner named Miggo a Cool Vendor in AI Security in September 2025, and the newer AI line carries no named AI customer yet. A $17 million Series A from SYN Ventures and YL Ventures funds the expansion, and WAF Copilot and Miggo Pulse extend the line. Most defensible where a buyer wants runtime application coverage today, weakest where the AI pitch still lacks production references.
| Description | Miggo: Runtime application and AI defense that builds a runtime AI-BOM mapping agents, models, tools, and MCP integrations, detects prompt injection and agent hijacking, and enforces guardrails on AI behavior. | [f1] |
|---|---|---|
| Founded | 2023 | [f2] |
| HQ | New York, New York, USA and Tel Aviv, Israel | [f3] |
| Funding | $24.5M total | [f2] |
| Latest funding | Series A, $17M, April 2025, led by SYN Ventures | [f3] |
| Product | What it does |
|---|---|
| Miggo ADR | Application Detection and Response platform powered by DeepTracing that maps how applications run, finds exploitable paths, and blocks vulnerability exploitation at runtime without patching. |
| Miggo AIDR | AI Detection and Response that monitors agents, models, tools, and MCP at runtime, detecting prompt injection, model misuse, and agent hijacking, then contains incidents with a forensic chain. |
| Miggo WAF Copilot | Generates custom WAF rules for instant virtual patching, letting teams block exploitation of new vulnerabilities in seconds before a code fix ships. |
| Miggo Pulse | Detects, validates, and stops AI-accelerated exploitation, closing the patch gap between a vulnerability disclosure and a deployed fix. |
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. |
Miggo AIDR builds a runtime AI-BOM that maps active agents, models, tools, and MCP integrations, enforces guardrails on model usage and tool access, and detects prompt injection and agent hijacking at runtime. It is 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. |
Miggo ADR uses DeepTracing to map how conventional applications run, prioritize exploitable vulnerabilities, and block exploitation at runtime through virtual patching. This conventional application defense is 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. | 4/5 |
| 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. | 4/5 |
| 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. | 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.
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 |
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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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| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | Miggo AI Runtime Observability and AIDR platform page | official | 2026-06-25 |
| f2 | SecurityWeek on Miggo Series A (launched 2023) | press | 2026-06-25 |
| f3 | GlobeNewswire on Miggo Series A (New York and Tel Aviv) | press | 2026-06-25 |
| f4 | AI Defense Matrix Catalog mapping | other | 2026-06-25 |
| f5 | Miggo why ADR page | official | 2026-06-25 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Miggo AI Runtime Observability and AIDR platform page “Miggo maps agents, models, tools, behavior, and data access so security teams can detect and stop threats in real time.” | official | 2026-06-25 |
| s2 | Miggo why ADR page “Only Miggo's ADR can accurately and consistently provide teams with deep insights into how their applications behave at runtime.” | official | 2026-06-25 |
| s3 | Miggo company page with founder titles and DeepTracing description “Daniel Shechter, Co-Founder & CEO. Itai Goldman, Co-Founder & CTO. Powered by DeepTracing, Miggo tracks application behavior, detects high-risk paths and policy deviations, and enforces runtime protection that blocks threats before exploitation.” | official | 2026-06-25 |
| s4 | SecurityWeek on Miggo Series A and DeepTracing engine “The core engine, called DeepTracing, models how micro-services, APIs and authentication paths should interact, then cuts off anything that falls outside those baselines.” | press | 2026-06-25 |
| s5 | GlobeNewswire on Miggo $17M Series A led by SYN Ventures “Miggo Security ... today announced a $17 million Series A funding round led by SYN Ventures with participation from existing investor YL Ventures.” | press | 2026-06-25 |
| s6 | Miggo Series A blog with named customers and ALBeast discovery “Leading companies like SoFi, Patreon, and Lifelabs rely on Miggo ... Discover the critical ALBeast vulnerability in AWS ALB, affecting 15,000+ servers across Fortune 500 and government environments.” | official | 2026-06-25 |
| s7 | FinSMEs interview with Miggo CEO Daniel Shechter “I'm Daniel Shechter, co-founder and CEO of Miggo Security ... I served for a decade in Israel's elite 8200 cyber unit ... then transitioning to become a strategy consultant at McKinsey” | press | 2026-06-25 |
| s8 | Miggo page on the Gartner Cool Vendor in AI Security recognition “Gartner, Cool Vendors in AI Security, By Jeremy D'Hoinne, Bart Willemsen, Dennis Xu, Avivah Litan, 24 September 2025.” | official | 2026-06-25 |
| s9 | Miggo agentic detection and response use-case page “Miggo detects and stops agent hijacking, model supply chain abuse, and tool misuse in real time before they impact production systems.” | official | 2026-06-25 |
| s10 | SecurityWeek on Miggo enterprise market expansion “The deal lifts total funding to roughly $24.5 million and gives the early stage Israeli startup capital to expand engineering and push its Application Detection and Response (ADR) platform into the lucrative enterprise market.” | press | 2026-06-25 |
| s11 | Miggo homepage footer with self-displayed AICPA SOC badge (no trust portal found) “footer badge image alt text AICPA SOC; probes of trust.miggo.io and security.miggo.io did not resolve and miggo.io/trust, /security, and /compliance returned 404 on 2026-06-25” | official | 2026-06-25 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Miggo AI Runtime Observability and AIDR platform page “Miggo maps agents, models, tools, behavior, and data access so security teams can detect and stop threats in real time.” | official | 2026-06-25 |
| s2 | Miggo why ADR page “Application Detection and Response (ADR) platforms record, baseline, and monitor both 1st and 3rd-party application behaviors, using security observability to detect anomalies and threat exposure at runtime. ADRs instantly block malicious activity” | official | 2026-06-25 |
| s3 | Miggo company page with founder titles and DeepTracing description “Daniel Shechter, Co-Founder & CEO. Itai Goldman, Co-Founder & CTO. Powered by DeepTracing, Miggo tracks application behavior, detects high-risk paths and policy deviations, and enforces runtime protection that blocks threats before exploitation.” | official | 2026-06-25 |
| s4 | SecurityWeek on Miggo Series A and DeepTracing engine “The core engine, called DeepTracing, models how micro-services, APIs and authentication paths should interact, then cuts off anything that falls outside those baselines.” | press | 2026-06-25 |
| s5 | GlobeNewswire on Miggo $17M Series A led by SYN Ventures “Miggo Security ... today announced a $17 million Series A funding round led by SYN Ventures with participation from existing investor YL Ventures.” | press | 2026-06-25 |
| s6 | Miggo Series A blog with named customers and ALBeast discovery “Leading companies like SoFi, Patreon, and Lifelabs rely on Miggo ... Discover the critical ALBeast vulnerability in AWS ALB, affecting 15,000+ servers across Fortune 500 and government environments.” | official | 2026-06-25 |
| s7 | FinSMEs interview with Miggo CEO Daniel Shechter “I'm Daniel Shechter, co-founder and CEO of Miggo Security ... I served for a decade in Israel's elite 8200 cyber unit ... then transitioning to become a strategy consultant at McKinsey” | press | 2026-06-25 |
| s8 | Miggo page on the Gartner Cool Vendor in AI Security recognition “Gartner, Cool Vendors in AI Security, By Jeremy D'Hoinne, Bart Willemsen, Dennis Xu, Avivah Litan, 24 September 2025.” | official | 2026-06-25 |
| s9 | Miggo agentic detection and response use-case page “Miggo detects and stops agent hijacking, model supply chain abuse, and tool misuse in real time before they impact production systems.” | official | 2026-06-25 |
| s10 | AI Defense Matrix Catalog entry for Miggo “Miggo: Runtime AI defense that maps agents, models, tools, and MCP integrations into an AI-BOM, detects prompt injection and agent hijacking, and enforces guardrails on AI behavior.” | other | 2026-06-25 |
| s11 | Miggo homepage footer with self-displayed AICPA SOC badge (no trust portal found) “footer badge image alt text AICPA SOC; probes of trust.miggo.io and security.miggo.io did not resolve and miggo.io/trust, /security, and /compliance returned 404 on 2026-06-25” | official | 2026-06-25 |
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