# Reco Generative AI Discovery alternatives and competitors (2026) The closest Reco Generative AI Discovery alternatives are [FireTail AI Security - Eliminate Shadow AI](https://cybersectools.com/tools/firetail-ai-security-eliminate-shadow-ai), [FireTail AI Inventory](https://cybersectools.com/tools/firetail-ai-inventory) and [Repello AI Asset Inventory](https://cybersectools.com/tools/repello-ai-asset-inventory). Picking a Reco Generative AI Discovery alternative comes down to fit: AI SPM coverage, your environment, your integrations and your budget. So each option below shows what it covers, how it deploys, its pricing model and the company behind it. Closest 48 alternatives shown. Closest matches: FireTail AI Security - Eliminate Shadow AI, FireTail AI Inventory, Repello AI Asset Inventory. ## The product [Reco Generative AI Discovery](https://cybersectools.com/tools/reco-generative-ai-discovery) by Reco Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS. Category: [AI Security](https://cybersectools.com/categories/ai-security) · Pricing model: Commercial Need the answer fast? [Best AI SPM Solutions for Business](https://cybersectools.com/shortlists/best-ai-spm-solutions) picks Palo Alto Networks Prisma AIRS, Zscaler AI-SPM, Cyera Agent Guardian and 4 more. ## Reco Generative AI Discovery alternatives and competitors Reco Generative AI Discovery is a commercial [AI SPM](https://cybersectools.com/categories/ai-spm) solution made by Reco. The closest matches by shared tags and NIST CSF 2.0 coverage are [FireTail AI Security - Eliminate Shadow AI](https://cybersectools.com/tools/firetail-ai-security-eliminate-shadow-ai), [FireTail AI Inventory](https://cybersectools.com/tools/firetail-ai-inventory), [Repello AI Asset Inventory](https://cybersectools.com/tools/repello-ai-asset-inventory), [Aurascape](https://cybersectools.com/tools/aurascape), and [Shadow AI Discovery and Governance](https://cybersectools.com/tools/shadow-ai-discovery-and-governance). All 48 alternatives on this page are ranked the same way. ## The closest Reco Generative AI Discovery alternatives These 8 solutions overlap most with Reco Generative AI Discovery. Each one says what the product does and, when the overlap is big enough, which capabilities it shares. ### 1. [FireTail AI Security - Eliminate Shadow AI](https://cybersectools.com/tools/firetail-ai-security-eliminate-shadow-ai) Detects and inventories unauthorized AI tool usage across browser, code, and cloud. [AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial Key features: 8 listed. See them on the [FireTail AI Security - Eliminate Shadow AI page](https://cybersectools.com/tools/firetail-ai-security-eliminate-shadow-ai#features). [FireTail AI Security - Eliminate Shadow AI alternatives](https://cybersectools.com/alternatives/firetail-ai-security-eliminate-shadow-ai) · [Reco Generative AI Discovery vs FireTail AI Security - Eliminate Shadow AI](https://cybersectools.com/compare/firetail-ai-security-eliminate-shadow-ai-vs-reco-generative-ai-discovery) ### 2. [FireTail AI Inventory](https://cybersectools.com/tools/firetail-ai-inventory) Real-time inventory tool for discovering and monitoring all AI usage across an org. [AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial Key features: 8 listed. See them on the [FireTail AI Inventory page](https://cybersectools.com/tools/firetail-ai-inventory#features). [FireTail AI Inventory alternatives](https://cybersectools.com/alternatives/firetail-ai-inventory) · [Reco Generative AI Discovery vs FireTail AI Inventory](https://cybersectools.com/compare/firetail-ai-inventory-vs-reco-generative-ai-discovery) ### 3. [Repello AI Asset Inventory](https://cybersectools.com/tools/repello-ai-asset-inventory) Discovers and inventories AI assets across enterprise codebases, clouds, and apps. [AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial Key features: 8 listed. See them on the [Repello AI Asset Inventory page](https://cybersectools.com/tools/repello-ai-asset-inventory#features). [Repello AI Asset Inventory alternatives](https://cybersectools.com/alternatives/repello-ai-asset-inventory) · [Reco Generative AI Discovery vs Repello AI Asset Inventory](https://cybersectools.com/compare/reco-generative-ai-discovery-vs-repello-ai-asset-inventory) ### 4. [Aurascape](https://cybersectools.com/tools/aurascape) AI security platform for visibility & control over enterprise AI app usage. [AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial Key features: 7 listed. See them on the [Aurascape page](https://cybersectools.com/tools/aurascape#features). [Aurascape alternatives](https://cybersectools.com/alternatives/aurascape) · [Reco Generative AI Discovery vs Aurascape](https://cybersectools.com/compare/aurascape-vs-reco-generative-ai-discovery) ### 5. [Shadow AI Discovery and Governance](https://cybersectools.com/tools/shadow-ai-discovery-and-governance) Discovers and governs unsanctioned AI tool usage across enterprise environments [AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial Key features: 9 listed. See them on the [Shadow AI Discovery and Governance page](https://cybersectools.com/tools/shadow-ai-discovery-and-governance#features). [Shadow AI Discovery and Governance alternatives](https://cybersectools.com/alternatives/shadow-ai-discovery-and-governance) · [Reco Generative AI Discovery vs Shadow AI Discovery and Governance](https://cybersectools.com/compare/reco-generative-ai-discovery-vs-shadow-ai-discovery-and-governance) ### 6. [Origin Endpoint AI Observability](https://cybersectools.com/tools/origin-endpoint-ai-observability) Endpoint sensor that inventories AI agents and traces their prompts, tools and files. [AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial Key features: 10 listed. See them on the [Origin Endpoint AI Observability page](https://cybersectools.com/tools/origin-endpoint-ai-observability#features). [Origin Endpoint AI Observability alternatives](https://cybersectools.com/alternatives/origin-endpoint-ai-observability) · [Reco Generative AI Discovery vs Origin Endpoint AI Observability](https://cybersectools.com/compare/origin-endpoint-ai-observability-vs-reco-generative-ai-discovery) ### 7. [JumpCloud Shadow AI Governance](https://cybersectools.com/tools/jumpcloud-shadow-ai-governance) Discovers and governs AI tool usage across organizations with policy enforcement [AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial Key features: 10 listed. See them on the [JumpCloud Shadow AI Governance page](https://cybersectools.com/tools/jumpcloud-shadow-ai-governance#features). [JumpCloud Shadow AI Governance alternatives](https://cybersectools.com/alternatives/jumpcloud-shadow-ai-governance) · [Reco Generative AI Discovery vs JumpCloud Shadow AI Governance](https://cybersectools.com/compare/jumpcloud-shadow-ai-governance-vs-reco-generative-ai-discovery) ### 8. [Harmonic Secure AI](https://cybersectools.com/tools/harmonic-secure-ai) Security platform for GenAI adoption with data protection and Shadow AI detection [AI SPM](https://cybersectools.com/categories/ai-spm) · Commercial Key features: 10 listed. See them on the [Harmonic Secure AI page](https://cybersectools.com/tools/harmonic-secure-ai#features). [Harmonic Secure AI alternatives](https://cybersectools.com/alternatives/harmonic-secure-ai) · [Reco Generative AI Discovery vs Harmonic Secure AI](https://cybersectools.com/compare/harmonic-secure-ai-vs-reco-generative-ai-discovery) ## The closest 48 products like Reco Generative AI Discovery The 8 above, plus: - [WitnessAI Platform](https://cybersectools.com/tools/witness-ai-product): Enterprise AI security platform for visibility, governance, and protection (Commercial) - [Cranium Exposure Management](https://cybersectools.com/tools/cranium-exposure-management): AI-focused exposure management for identifying & mitigating AI system vulns. (Commercial) - [FireTail AI Security Platform](https://cybersectools.com/tools/firetail-ai-security-platform): AI security platform for discovering, monitoring, and protecting AI integrations. (Commercial) - [Reach Security - Safe Use of AI](https://cybersectools.com/tools/reach-security-safe-use-of-ai): Monitors and governs enterprise AI tool usage via existing security stack. (Commercial) - [Pluto](https://cybersectools.com/tools/pluto): AI workspace security platform for governing employee use of AI builder tools. (Commercial) - [Opsin](https://cybersectools.com/tools/opsin): AI security platform to discover, govern & monitor AI data exposure risks. (Commercial) - [Tumeryk AI Trust Infrastructure](https://cybersectools.com/tools/tumeryk-ai-trust-infrastructure): AI trust infrastructure platform for securing GenAI apps & workforce usage (Commercial) - [Witness Observe](https://cybersectools.com/tools/witness-observe): Enterprise AI security platform for visibility and control of AI usage (Commercial) - [DeepKeep AI Lens](https://cybersectools.com/tools/deepkeep-ai-lens): Discovers shadow AI usage and enforces policies on AI tool access and interactions (Commercial) - [Aurva AI Observability](https://cybersectools.com/tools/aurva-ai-observability): AI observability platform for shadow AI discovery and inventory management (Commercial) - [NROC Security](https://cybersectools.com/tools/nroc-security): GenAI data protection platform preventing leaks and governing shadow AI (Commercial) - [Crash Override](https://cybersectools.com/tools/crash-override): AI tool discovery, adoption tracking, and security visibility platform (Commercial) - [Portal26](https://cybersectools.com/tools/portal26): Enterprise platform for GenAI governance, security, risk mgmt & compliance. (Commercial) - [Airia AI Discovery](https://cybersectools.com/tools/airia-ai-discovery): Discovers and inventories shadow AI usage across enterprise apps, APIs, and code. (Commercial) - [Zscaler SPLX](https://cybersectools.com/tools/zscaler-splx): End-to-end platform for securing AI systems across their entire lifecycle (Commercial) - [CultureAI AI Usage Control](https://cybersectools.com/tools/cultureai-ai-usage-control): AI usage control platform for detecting & preventing unsafe GenAI tool usage (Commercial) - [Cyera Agent Guardian](https://cybersectools.com/tools/cyera-ai-guardian): Secures enterprise AI adoption by monitoring data exposure across AI systems (Commercial) - [Sweet AI Security Platform (AISP)](https://cybersectools.com/tools/sweet-ai-security-platform-aisp): End-to-end AI security platform for models, agents, and runtime protection (Commercial) - [Zscaler SPLX Platform](https://cybersectools.com/tools/zscaler-splx-platform): End-to-end platform for securing AI systems from build to runtime (Commercial) - [Sysdig AI Workload Security](https://cybersectools.com/tools/sysdig-ai-workload-security): Security platform for AI/GenAI workloads with runtime visibility & threat detection (Commercial) - [CultureAI](https://cybersectools.com/tools/cultureai): AI usage visibility and control platform for security and compliance teams (Commercial) - [Zscaler AI-SPM](https://cybersectools.com/tools/zscaler-ai-spm): AI security posture mgmt for securing AI models, data, and LLMs in cloud envs (Commercial) - [Zscaler Security for AI](https://cybersectools.com/tools/zscaler-ai): AI security platform protecting against data loss, attacks, and AI threats (Commercial) - [Secure Code Warrior Trust Agent: AI](https://cybersectools.com/tools/secure-code-warrior-trust-agent-ai): Provides visibility and governance over AI-generated code in development. (Commercial) - [Noma Security Platform](https://cybersectools.com/tools/noma-security-comprehensive-ai-security): Comprehensive AI security platform protecting AI systems and applications (Commercial) - [DTEX AI Security](https://cybersectools.com/tools/dtex-ai-security): AI security platform for monitoring GenAI usage and preventing data leaks (Commercial) - [Aurva AI Security Posture Management (AI-SPM)](https://cybersectools.com/tools/aurva-ai-security-posture-management-ai-spm): AI Security Posture Management platform for AI/ML infrastructure security (Commercial) - [Pillar Security Platform](https://cybersectools.com/tools/pillar-security-platform): AI security platform for lifecycle protection, governance, and runtime defense (Commercial) - [Zenity AI Security Posture Management](https://cybersectools.com/tools/ai-security-posture-management): AI Security Posture Management platform for discovering and securing AI agents (Commercial) - [Wing Security](https://cybersectools.com/tools/wing-security): AI & SaaS security platform for discovery, risk mgmt, and governance. (Commercial) - [Aona AI](https://cybersectools.com/tools/aona-ai): Platform for Shadow AI detection, AI guardrails, and workforce AI governance. (Commercial) - [Maro](https://cybersectools.com/tools/maro): Monitors workforce AI usage and enforces behavioral security policies in real time. (Commercial) - [Riscosity AI Data Firewall](https://cybersectools.com/tools/riscosity-ai-data-firewall): Agentless AI data firewall for governing data flows to AI services. (Commercial) - [Palo Alto Networks AI Access Security](https://cybersectools.com/tools/palo-alto-networks-ai-access-security): Secures GenAI app usage with visibility, data protection, and threat defense (Commercial) - [Matos AI SPM](https://cybersectools.com/tools/matos-ai-spm): AI Security Posture Management solution for AI models, data, and services (Commercial) - [Palo Alto Networks Prisma AIRS](https://cybersectools.com/tools/palo-alto-networks-prisma-airs): Platform securing AI apps, agents, models & data across development lifecycle (Commercial) - [Zscaler SPLX AI Asset Management](https://cybersectools.com/tools/zscaler-splx-ai-asset-management): AI asset discovery & security posture mgmt platform for LLMs, agents & workflows (Commercial) - [Manifest AI Bill of Materials (AIBOM)](https://cybersectools.com/tools/manifest-ai-bill-of-materials-aibom): Creates structured inventories of AI system components for transparency & risk mgmt (Commercial) - [Prompt Security AI Risk Score Assessment Tool](https://cybersectools.com/tools/prompt-security-ai-risk-score-assessment-tool): AI risk assessment tool that scores AI apps and MCP servers for security (Commercial) - [Nudge Security AI Governance Solution](https://cybersectools.com/tools/nudge-security-ai-governance-solution): AI governance tool that discovers shadow AI, assesses AI vendors, and detects risky AI use (Commercial) ## Alternatives to each of these [FireTail AI Security - Eliminate Shadow AI alternatives](https://cybersectools.com/alternatives/firetail-ai-security-eliminate-shadow-ai) · [FireTail AI Inventory alternatives](https://cybersectools.com/alternatives/firetail-ai-inventory) · [Repello AI Asset Inventory alternatives](https://cybersectools.com/alternatives/repello-ai-asset-inventory) · [Aurascape alternatives](https://cybersectools.com/alternatives/aurascape) · [Shadow AI Discovery and Governance alternatives](https://cybersectools.com/alternatives/shadow-ai-discovery-and-governance) · [Origin Endpoint AI Observability alternatives](https://cybersectools.com/alternatives/origin-endpoint-ai-observability) · [JumpCloud Shadow AI Governance alternatives](https://cybersectools.com/alternatives/jumpcloud-shadow-ai-governance) · [Harmonic Secure AI alternatives](https://cybersectools.com/alternatives/harmonic-secure-ai) · [WitnessAI Platform alternatives](https://cybersectools.com/alternatives/witness-ai-product) · [Cranium Exposure Management alternatives](https://cybersectools.com/alternatives/cranium-exposure-management) · [FireTail AI Security Platform alternatives](https://cybersectools.com/alternatives/firetail-ai-security-platform) · [Reach Security - Safe Use of AI alternatives](https://cybersectools.com/alternatives/reach-security-safe-use-of-ai) ## Other Reco products [Reco AI Agents SaaS Security alternatives](https://cybersectools.com/alternatives/reco-ai-agents-saas-security) · [Reco AI Governance and Security alternatives](https://cybersectools.com/alternatives/reco-ai-governance-and-security) · [Reco Application Discovery alternatives](https://cybersectools.com/alternatives/reco-application-discovery) · [Reco Data Exposure Management alternatives](https://cybersectools.com/alternatives/reco-data-exposure-management) · [Reco Dynamic SaaS Security alternatives](https://cybersectools.com/alternatives/reco-dynamic-saas-security) · [Reco ITDR (Identity Threat Detection and Response) alternatives](https://cybersectools.com/alternatives/reco-itdr-identity-threat-detection-and-response) · [Reco Identity Access Governance alternatives](https://cybersectools.com/alternatives/reco-identity-access-governance) · [Reco SaaS App Factory™ alternatives](https://cybersectools.com/alternatives/reco-saas-app-factorytm) ## Compare Reco Generative AI Discovery with - [Reco Generative AI Discovery vs FireTail AI Security - Eliminate Shadow AI](https://cybersectools.com/compare/firetail-ai-security-eliminate-shadow-ai-vs-reco-generative-ai-discovery) - [Reco Generative AI Discovery vs FireTail AI Inventory](https://cybersectools.com/compare/firetail-ai-inventory-vs-reco-generative-ai-discovery) - [Reco Generative AI Discovery vs Repello AI Asset Inventory](https://cybersectools.com/compare/reco-generative-ai-discovery-vs-repello-ai-asset-inventory) - [Reco Generative AI Discovery vs Aurascape](https://cybersectools.com/compare/aurascape-vs-reco-generative-ai-discovery) - [Reco Generative AI Discovery vs Shadow AI Discovery and Governance](https://cybersectools.com/compare/reco-generative-ai-discovery-vs-shadow-ai-discovery-and-governance) - [Reco Generative AI Discovery vs Origin Endpoint AI Observability](https://cybersectools.com/compare/origin-endpoint-ai-observability-vs-reco-generative-ai-discovery) - [Reco Generative AI Discovery vs JumpCloud Shadow AI Governance](https://cybersectools.com/compare/jumpcloud-shadow-ai-governance-vs-reco-generative-ai-discovery) - [Reco Generative AI Discovery vs Harmonic Secure AI](https://cybersectools.com/compare/harmonic-secure-ai-vs-reco-generative-ai-discovery) ## Reco Generative AI Discovery Alternatives FAQ ### What are the closest alternatives to Reco Generative AI Discovery? The closest matches to Reco Generative AI Discovery by shared tags and NIST CSF 2.0 coverage are FireTail AI Security - Eliminate Shadow AI, FireTail AI Inventory, Repello AI Asset Inventory, Aurascape, and Shadow AI Discovery and Governance. All of them are AI SPM products. ### How many alternatives to Reco Generative AI Discovery are available? This page shows 48 alternatives to Reco Generative AI Discovery, all in the AI SPM category. Each one is matched on shared tags and NIST CSF 2.0 areas, and the closest matches rank first. ### Is Reco Generative AI Discovery free or commercial? Reco Generative AI Discovery is a commercial AI SPM product. It needs a paid license or subscription. Only commercial alternatives are listed here. Free and open source products are under /free. ### What type of solution is Reco Generative AI Discovery? Reco Generative AI Discovery is a AI SPM product in the AI Security category. You can compare it with the 48 other AI SPM products on this page. --- Source: https://cybersectools.com/alternatives/reco-generative-ai-discovery For AI agents: every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md, and any product or compare page has a Markdown copy too (add .md to its URL). More on Reco Generative AI Discovery and its alternatives: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=alternatives-md