Teleskope, a leader in AI-era data security, announced the launch of Prism on August 19, 2025, a GenAI-powered solution that transforms enterprise data sprawl into actionable insights. By combining advanced summarization and smart categorization, Prism provides unmatched visibility and control, enabling organizations to prioritize risks, automate remediation, and accelerate secure AI adoption.
Prism uses GenAI for business-level data summarization and categorization.
Moves beyond element-level classification to understand contracts, IP, and more.
Enables risk prioritization, automated remediation, and secure AI data preparation.
Backed by proprietary models and fine-tuned open-source LLMs, ensuring data privacy.
Supports hybrid environments across cloud, on-premise, and SaaS platforms.
Powers future features like natural language policy building and multimodal data support.
Prism tackles the challenge of managing vast volumes of unstructured data in consumer-facing and regulated industries. Unlike traditional element-level classification (e.g., SSNs, tokens), Prism groups and classifies data by business context, such as contracts or IP-related materials. “Security and privacy teams today aren’t just overwhelmed by the sheer volume of data; they’re challenged by a critical lack of context,” said Elizabeth Nammour, Founder and CEO of Teleskope. Prism’s secure GenAI-powered summarization and clustering provide deep insights without exposing data to third-party systems.
Prism offers:
Business-Level Classification: Identifies and categorizes sensitive data like legal contracts or employment documents for precise risk prioritization.
Secure Summarization: Uses proprietary models and fine-tuned LLMs to generate redacted summaries, embedded in a vector space for clustering.
Automated Remediation: Customizes actions based on document type, e.g., removing third-party access to sensitive files.
AI-Ready Data: Isolates appropriate training data for internal AI models, filtering out sensitive or low-value content.
Scalable Insights: Continuously scans and classifies data across cloud, on-premise, and SaaS environments.
“This new capability empowers us to make smarter decisions, faster,” said Arjun S., Principal Product Manager at GoodRX. “Prism builds on everything we already value about Teleskope—the automation, the precision, the visibility—and adds a deeper layer of intelligence.”
Teleskope’s Prism aligns with the growing need for AI-driven data security, as seen in platforms like Epicor Prism and Patient Prism, which also leverage contextual AI for insights. Backed by Teleskope’s industry-leading classification engine, Prism supports over 100 data types across AWS, GCP, and Snowflake, enabling scalable protection. Its hybrid deployment and automation capabilities reduce operational overhead, as demonstrated in deployments like Kyte’s, which managed hundreds of terabytes securely.
Prism lays the groundwork for advanced features, including:
Natural language policy building for intuitive security rules.
Recommendation-based remediation for proactive risk management.
Support for multimodal data formats like images and audio.
These enhancements position Teleskope to lead in secure AI adoption, addressing the 75% of organizations struggling with false positives in traditional Data Security Posture Management (DSPM).
Teleskope is redefining data security for the AI era with the only dedicated platform that combines precise visibility with automated remediation. Teleskope continuously scans, catalogs and classifies data in-motion and at-rest while automating policy-based actions, helping organizations proactively manage data sprawl while securely enabling AI adoption. Backed by Primary Venture Partners, Lerer Hippeau and others, Teleskope is trusted by organizations including Ramp, Legal Zoom, Alloy, GoFundMe, The Atlantic and Collective Health.
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