Matters.AI

Tomorrow, will talk about the Remediation Agent. The harder half of the problem.

About IDFC FIRST Bank's TechExpresso event! We didn't build Matters.AI as a copilot or a chat interface.We built it as a role. An agent that does what a senior data security engineer does, at machine speed & across metadata no human team can cover manually.

DPDP Webinar Alert: Don’t panic-buy security tools. Join Amit Kaushik (Zee) & Pradeep Bankapur (Matters.AI) on May 22, 6 PM IST for a practical guide on what to buy, what to avoid, and building long-term data resilience. Register 👇 matters.ai/webinars/360-d…

Traditional, long-term security deployments can’t keep up with modern AI risk and data sprawl. We need visibility that moves at the speed of data. See how Matters.AI helps. Meet our CRO, Dhiraj Khare at the CXO Junction Awards! 👇

8/ Secure the data you cannot see. Full blog linked here. 🔗 matters.ai/blogs/intellig…

The "cloud-first" era didn't empty the data center. It just made on-premise infrastructure a massive security blind spot. Most sensitive data still lives behind the firewall. But if you can't see it, you can't secure it. 🧵(1/8)

7/ By acting as a continuous intelligence layer, Matters bridges the gap between cloud-native agility and the on-premise engine room. Consistent security, no matter where the data lives.

6/ Matters.AI changes the math. We use intelligent sampling and native integration to discover and classify data across SQL, NoSQL, and file shares with zero data movement.

5/ Most discovery tools are "banned" from production because they use brute-force scans that kill performance. Security shouldn't come at the cost of uptime.

4/ Traditional monitoring is incomplete. Logs show access, but they don't show the sensitivity of the data being moved. You need behavioral context to understand true risk. (1/8)

3/ Static governance (CMDBs, manual audits) tells you what systems exist. It doesn't tell you where the PII is today, or how it’s drifting as your schemas evolve. (3/8)

2/ Why is this a problem now? Recent breaches show that the risk isn't just the firewall falling, it's the visibility gap behind it. Forgotten datastores and undocumented shares are the new primary breach surface. (2/8)

This Saturday at IDFC FIRST Bank’s TechXpresso, Harsh Sahu from Matters AI will speak on “Ask, Understand, Fix” on simplifying data security with natural language interfaces that make complex security systems accessible and actionable. 🚀 shorturl.at/wWPpR

The perimeter is dead. As AI scales, insider risk isn’t just people, it’s dynamic, shape-shifting access. If your model still assumes “trusted inside,” you’re already behind. Data security starts with one premise: the breach has already happened. linkedin.com/feed/update/ur…

Attackers need to be right once. Defenders, every time. The edge? Context. We’ve moved from network defense to understanding every field, flow, and transaction before AI agents do. Real talk on securing enterprise data in the age of Claude, OpenAI & MCP. linkedin.com/feed/update/ur…