Before Claude Finds It: Getting Your Data Ready for Enterprise AI
As enterprises accelerate AI adoption, security leaders face growing pressure to address longstanding data risks before they become business-critical vulnerabilities. Tools like Microsoft Copilot, ChatGPT, and Claude are changing how employees access and share information, potentially exposing years of overshared files, forgotten SaaS data, and sensitive information buried across cloud environments. What was once a long-term data cleanup initiative is now becoming a critical consideration for AI deployment. How can organizations move forward with enterprise AI while managing the risks associated with the data these tools can access?
Leading organizations are treating data readiness as a precondition for AI adoption, prioritizing sensitive data discovery and classification, remediating overshared and stale data, and strengthening access governance across SaaS and cloud environments. As AI tools become more deeply embedded in business operations, security leaders are also exploring real-time controls to prevent sensitive information from flowing through prompts and responses. At the same time, the rise of agentic AI is prompting new discussions around which security tasks can be automated, where human oversight remains essential, and how organizations can establish appropriate guardrails.
Join Teleskope and a select group of your peers to share how you’re preparing your data for AI deployment, protecting it in real time once AI is live, and deciding
where AI agents can safely take on work your team does today.
Speakers
Amy Ryu
About Teleskope, Inc.
Teleskope is the data security platform that automatically resolves data exposure — not just finds it. Powered by a proprietary Data Reasoning Layer that understands business context, Teleskope continuously discovers risky data, determines the profile-appropriate action, and enforces it natively across on-premises, cloud, SaaS, and AI environments — without manual triage, without routing to external tools, without a backlog. Unlike DSPM tools that surface findings and stop there, Teleskope closes the loop between detection and resolution. Customers include Ramp, Hard Rock, Chevron Phillips, and The Atlantic. Backed by Primary Venture Partners, Teleskope has raised a $25M Series A.
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