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Glasswing AI

AI discovery and security platform giving enterprises real-time visibility into every AI tool, vendor, and shadow-AI service in use.

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60/100Incremental Innovator

Overview

Glasswing AI provides organizations with visibility into the full range of AI tools and services running across their enterprise and cloud environments, including unsanctioned “shadow AI” applications and newly emerging models that security teams have no other way of tracking. Its core products, Shadow AI Global View and Shadow AI Infrastructure, are built to identify AI usage that competing tools reportedly cannot detect.

Glasswing AI’s stated differentiator is scale of its AI-fingerprinting dataset, which the company describes as the largest fingerprinted AI vendor dataset available — roughly ten times larger than its nearest competitor — enabling faster and more comprehensive identification of AI-related network traffic. The company received the CRN AI 100 Award in 2025 and positions itself as the market leader in AI discovery, trusted by enterprises and governments.

AI discovery and shadow-AI visibility is a newly forming but rapidly important category as employees adopt AI tools faster than IT and security teams can track or govern them. Glasswing AI’s differentiation rests on dataset scale, a claim that is difficult to independently verify without third-party benchmarking; public sources also did not disclose the company’s founding year, headquarters location, or funding status.

Innovation Matrix Assessment

Innovation Velocity 6/10

Built a large-scale AI-fingerprinting dataset quickly to keep pace with the rapid proliferation of new AI tools and vendors.

Operational Value 6/10

Gives security teams visibility into a genuinely growing blind spot (shadow AI usage) they otherwise have no way to track.

Market Momentum 7/10

A CRN AI 100 Award is an independently-issued signal, but funding, customer count, and growth data are undisclosed. Recognized in Cyber Defense Media Group's 2026 Global InfoSec Awards (1 award), independently juried industry validation of market traction.

Category Disruption 5/10

AI discovery is a newly forming category addressing a real, fast-growing gap, though the market-leadership claim isn't independently verified.

Real-World Efficacy 4/10

The "10x larger dataset" claim is company-stated and not independently benchmarked against competitors.

Enduring Relevance 8/10

Shadow AI visibility will only become more critical as AI tool adoption accelerates faster than governance programs can keep up.

Why CISOs Should Care

Surfaces unsanctioned AI tool usage across the enterprise that security teams otherwise have no visibility into.

What Makes It Different

Claims the largest fingerprinted AI vendor dataset in the category, enabling detection of AI services competitors reportedly miss.

The Matrix Verdict

60/100 — INCREMENTAL INNOVATOR

A promising, award-recognized entrant in the fast-forming AI discovery category; a Meaningful Innovator pending independent scale verification.

Editorial Note: Claims vs. Verified Findings

Dataset-size and market-leadership claims are company-stated; founding year, HQ, and funding were not confirmed in public sources.

Sources