The story behind Matters AI's funding journey
Architectural Precision
for Running Environments.
Security built for data in motion.

Matters replaces point-in-time scanning with a continuous telemetry plane designed for rapid data ecosystems. While standalone DSI tools rely on scheduled cloud snapshots, Matters combines native infrastructure integrations with deep device-level instrumentation to track data operations as they happen.
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<span class='text-[#211BE9]'>Architectural Precision</span><br />for Running Environments.
The Compounding Intelligence Loop
Moving From Linear Pipelines
to Compounding Defenses
Matters runs a continuous, compounding intelligence loop across Classify → Detect → Prevent → Respond → Learn. Individual features can be copied, but this integrated loop cannot.

Every threat blocked at the endpoint or database becomes an immunization strategy for your entire cloud and SaaS estate. The platform scales alongside your data velocity, getting faster and more precise over time.
One unified plane. Five compounding pillars. Real-time defense.
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Moving From <span class='text-[#211BE9]'>Linear Pipelines</span><br />to Compounding Defenses
The <span class='text-[#211BE9]'>Compounding</span> Intelligence Loop
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The Compounding Intelligence Loop
Matters runs a continuous loop where each stage strengthens the next, so the platform improves with every event.
Classify: Maps data assets to establish the real-time Data Security Intelligence (DSI) base layer.
Detect: Models real-time behavior to identify anomalies across humans, service accounts, and AI agents.
Prevent: Dynamically executes automated controls to block unauthorized sharing or exfiltration.
Respond: Executes autonomous orchestration to isolate threats and secure exposed files in minutes.
Learn: Channels incident evidence back into the system to refine classification and eliminate false positives.
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The <span class='text-[#211BE9]'>Compounding</span> Intelligence Loop
The <span class='text-[#211BE9]'>Platform Effect</span>
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The Platform Effect
Challenge
Traditional security tools degrade at scale, producing higher noise floors as data volume grows.

Solution:
Matters does the opposite because its five architectural pillars operate on a unified plane. Better classification feeds sharper detection, which drives adaptive prevention and accelerated remediation, producing stronger evidence that makes the next round of classification smarter. The platform compounds in value as your data velocity grows.
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The <span class='text-[#211BE9]'>Platform Effect</span>
<span class='text-[#211BE9]'>Continuous</span> Telemetry, Four Environments
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Continuous Telemetry, Four Environments
Challenge
Out-of-band cloud APIs and isolated network logs leave gaps the moment data moves between systems.

Solution:
Matters runs lightweight, low-overhead observation layers across endpoints, cloud storage, production databases, and SaaS APIs. No data asset moves outside the enterprise security feedback loop, and every action stays within the same lineage graph regardless of where it originates.
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<span class='text-[#211BE9]'>Continuous</span> Telemetry, Four Environments
<span class='text-[#211BE9]'>Real-Time</span> Response, Engineered for the AI Era
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Real-Time Response, Engineered for the AI Era
Challenge
Once sensitive data is summarized by a local LLM, ingested by RAG, or routed through an autonomous agent, legacy tools lose the thread.

Solution:
Matters preserves context through every transformation. The Response Engine triggers context-aware playbooks — account isolation, token revocation, endpoint lockdown — and achieves a sub-4-minute Mean Time to Resolution while feeding evidence back into the platform.
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<span class='text-[#211BE9]'>Real-Time</span> Response, Engineered for the AI Era

Built for Your Stack, Not Ours

Open APIs, seamless integration with your tools, and no vendor lock-in.
Matters fits into your enterprise architecture without asking you to rip and replace.

Cloud Apps

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AWS
AWS
Microsoft Azure
Microsoft Azure
Google Cloud
Google Cloud
Snowflake
Snowflake
MongoDB
MongoDB
Databricks
Databricks

SaaS Apps

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Google Drive
Google Drive
Salesforce
Salesforce
Intercom
Intercom
OneDrive
OneDrive
Sharepoint
Sharepoint
Dropbox
Dropbox
Slack
Slack
GitLab
GitLab
Box
Box
Zendesk
Zendesk
Confluence
Confluence
Teams
Teams
Jira
Jira
Service Now
Service Now
Notion
Notion

Endpoints

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Windows
Windows
Mac
Mac
Linux
Linux

On-Premises file shares

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Windows Server
Windows Server
Azure
Azure
IBM
IBM
Nasuni
Nasuni
NetApp
NetApp
Hitachi
Hitachi
HP
HP
Dell
Dell

GenAI Apps

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ChatGPT
ChatGPT
Claude
Claude
Google Gemini
Google Gemini
Perplexity
Perplexity
GitHub Copilot
GitHub Copilot
Cursor
Cursor
Replit AI
Replit AI
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Ready to See the Difference?
Let us show you what "secure with intelligence" really means.