Continuous data visibility at source

Continuous data visibility at source

Continuous data visibility at source

Real-time data classification, discovery and policy enforcement - without slowing down your product

Real-time data classification, discovery and policy enforcement - without slowing down your product

Real-time data classification, discovery and policy enforcement - without slowing down your product

Why it matters

Black box problem

Because of the lack of visibility, product security and compliance becomes​ reactive, costly, and a bottleneck​

Regulatory pressure

Enforcement is accelerating, and penalties for non-compliance are bigger than ever (€2.9B in GDPR fines in 2023)

Lack of transparency

70% of breaches linked to unclassified or ungoverned data

Security and compliance are still treated as afterthoughts. With Q-Glass they become built-in.

Because your Product never stops, neither should compliance

Introducing Q-Glass

Data compliance that’s always on for your Product


Data compliance that’s always on for your Product

See Your System Topology in Real Time

Q-Glass gives you a clear, interactive view of how systems connect and depend on each other (across services, environments, and teams). Visualise your architecture, understand relationships at a glance, and surface hidden dependencies before they become risks.

End-to-End Data landscape and Lineage, at a Glance

Q-Glass delivers a real-time, interactive map of how systems connect, and how data flows between them. Track data types as they move across services, uncover upstream and downstream dependencies, and gain full lineage visibility to support compliance, governance, and operational clarity.

Intelligent Classification Management, Built In

Q-Glass combines AI and NLP to automatically detect, classify, and tag sensitive data based on context, not just keywords. View all active classifications, track weekly usage and match trends, and create your own tailored categories to align with evolving policies. All in one intuitive interface.

Q-Glass combines AI and NLP to automatically detect, classify, and tag sensitive data based on context — not just keywords. View all active classifications, track weekly usage and match trends, and create your own tailored categories to align with evolving policies. All in one intuitive interface.


How it works

Classify at source

Automatically detect and tag sensitive data from APIs, logs, and events, at the moment it enters your system. AI/NLP-powered, policy-aligned, and always-on.

Classify at source

Automatically detect and tag sensitive data from APIs, logs, and events, at the moment it enters your system. AI/NLP-powered, policy-aligned, and always-on.

Classify at source

Automatically detect and tag sensitive data from APIs, logs, and events, at the moment it enters your system. AI/NLP-powered, policy-aligned, and always-on.

Classify at source

Automatically detect and tag sensitive data from APIs, logs, and events, at the moment it enters your system. AI/NLP-powered, policy-aligned, and always-on.

Visualise data movement

Track how data flows across your product — in, out, and within. Instantly see where sensitive data lives and how it’s being used.

Visualise data movement

Track how data flows across your product — in, out, and within. Instantly see where sensitive data lives and how it’s being used.

Visualise data movement

Track how data flows across your product — in, out, and within. Instantly see where sensitive data lives and how it’s being used.

Visualise data movement

Track how data flows across your product — in, out, and within. Instantly see where sensitive data lives and how it’s being used.

Act and comply

Apply real-time policies, enforce protections, and generate audit-ready reports. No manual checks, no slowdown.

Act and comply

Apply real-time policies, enforce protections, and generate audit-ready reports. No manual checks, no slowdown.

Act and comply

Apply real-time policies, enforce protections, and generate audit-ready reports. No manual checks, no slowdown.

Act and comply

Apply real-time policies, enforce protections, and generate audit-ready reports. No manual checks, no slowdown.

From data ingest to audit ready - in one flow

Shift Left with Confidence and Transparency

Shift Left with Confidence and Transparency

Q-Glass gives you early visibility into data flows, so you can address issues proactively — not after they’ve become problems

Q-Glass gives you early visibility into data flows, so you can address issues proactively, not after they’ve become problems

Your Product, Not a Black Box

Your product shouldn't be a black box

Q-Glass unlocks full visibility into data flows, so you’re never left in the dark. No more hidden risks. No more reactive cleanups.

Catch Compliance Issues Before They Become Problems

Shift left with confidence

Spot sensitive data, policy gaps, and potential breaches before they hit production. Q-Glass gives you early warnings, not late regrets.

Real-Time Compliance, Not a Yearly Box-Tick

Compliance that moves as fast as you do


No more static reports or forgotten spreadsheets. Q-Glass continuously scans, classifies, and enforces policies as data flows, in real time.

Zero Drama. Minimal Effort

Up and running in under 30 minutes


No rewrites. No developer disruption.

Q-Glass slots in effortlessly and keeps running, without becoming another thing to maintain.

Up and running in under 30 minutes


No rewrites. No developer disruption.

Q-Glass slots in effortlessly and keeps running — without becoming another thing to maintain.


Up and running in under 30 minutes


No rewrites. No developer disruption.

Q-Glass slots in effortlessly and keeps running — without becoming another thing to maintain.


Built-in enforcement for global standards

Introducing Q-Tip

Real-time compliance insights as you type, without disrupting your flow

Why compliance teams and CISOs choose Q-Glass

AI-powered classification

Detect sensitive data in real time, across sources

Shift-left compliance

Built for fast-moving dev teams - no rework, no delays

Integrates seamlessly

Works across stacks, pipelines and infrastructures

Policy-driven protection

Apply and enforce rules, system-wide

Transparent pricing

Predictable costs with no hidden fees - try before you buy

Audit ready anytime

Live dashboards and downloadable reports

Want to know more?

Want to know more?

Want to know more?

Copyright © 2025

Copyright © 2025

Copyright © 2025

Copyright © 2025