G2

VISHAL T.

Cyber Security Engineer

Enterprise (> 1000 emp.)

10/30/2026

"Cut our weekly data audit work down considerably"

5/5

What do you like best about Matters.AI - AI Security Engineer for Data?

I appreciate that the tool respects how engineers want to work. Filters, exports, and APIs all do what they should. Our data lives across cloud storage, databases, and the SaaS apps the team uses.

Scan performance is good. We run large estates and the platform handles the volume without becoming a bottleneck. Pricing was straightforward, with no surprise add-ons for the modules we actually needed. Onboarding was handled well. The CS team walked us through best practices rather than handing us a generic playbook.

Data lineage tracking shows us where sensitive content originated and where it has propagated. That has been useful for incident scoping. Findings are presented with the data context attached. I know what was found, where, and why it matters before I open the detail view. It earned its place in our stack within the first quarter. Review collected by and hosted on G2.com.

What do you dislike about Matters.AI - AI Security Engineer for Data?

Historical diff views across scan cycles would be useful for spotting regressions. The latest state is well presented, but a time-series view of posture changes would be a good addition. Review collected by and hosted on G2.com.

What problems is Matters.AI - AI Security Engineer for Data solving and how is that benefiting you?

Data security visibility was the gap our existing security stack was not closing, and we needed a platform that focused on it specifically. Our environment puts sensitive data in many places, and the team needed continuous visibility into that.

The continuous scanning model means we catch new exposures shortly after they appear instead of months later in an audit. Integration into our existing SIEM and workflow tools meant we could route findings to the right owners without inventing new processes. Data lineage and fingerprinting let us trace where our specific sensitive content has traveled, not just where pattern matches exist.

We have a coherent answer to the data security question for every system that holds sensitive data, which we did not have before. Review collected by and hosted on G2.com.