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Data Curation and Sanitization for AI

Transform raw unstructured files into AI-ready data

Data Connection &
Curation

Connect and curate diverse data sources

  • Securely integrate data from on-premise, cloud, and SaaS platforms
  • Define data scope at ingestion, excluding content for quality, legal and ethical compliance
  • Use advanced document classifiers and user entitlements to direct data to appropriate AI pipelines
Connecting and curating unstructured data sources for enterprise AI

Data Extraction & Normalization

Extract information from complex files

  • Process hundreds of file formats, including Word, PDF, and multimedia
  • Convert unstructured data into coherent datasets
  • Maintain context and relationships within complex documents to enhance vector DB comprehension of extracted data
Data extraction and normalization from complex file formats

Data Sanitization

Auto-clean data to comply with enterprise policies

  • Apply dynamic masking, redaction, or anonymization to sensitive information on the fly
  • Customize data sanitization based on enterprise-specific policies
  • Transform data into a clean and compliant format suitable for AI pipeline use
Gencore AI sanitizing unstructured data: redacting sensitive data before it reaches AI models

Comprehensive Safe AI Platform

with

See for yourself how easy it is to build Safe Enterprise AI Systems

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Videos
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March 9, 2026
Rehan Jalil, Veeam on Agent Commander : theCUBE + NYSE Wired: Cyber Security Leaders
Following Veeam’s acquisition of Securiti, the launch of Agent Commander marks an important step toward helping enterprises adopt AI agents with greater confidence. In...
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January 20, 2025
Mitigating OWASP Top 10 for LLM Applications 2025
Generative AI (GenAI) has transformed how enterprises operate, scale, and grow. There’s an AI application for every purpose, from increasing employee productivity to streamlining...
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January 15, 2025
Top 6 DSPM Use Cases
With the advent of Generative AI (GenAI), data has become more dynamic. New data is generated faster than ever, transmitted to various systems, applications,...
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January 2, 2025
Colorado Privacy Act (CPA)
What is the Colorado Privacy Act? The CPA is a comprehensive privacy law signed on July 7, 2021. It established new standards for personal...
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December 24, 2024
Securiti for Copilot in SaaS
Accelerate Copilot Adoption Securely & Confidently Organizations are eager to adopt Microsoft 365 Copilot for increased productivity and efficiency. However, security concerns like data...
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November 1, 2024
Top 10 Considerations for Safely Using Unstructured Data with GenAI
A staggering 90% of an organization's data is unstructured. This data is rapidly being used to fuel GenAI applications like chatbots and AI search....
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October 29, 2024
Gencore AI: Building Safe, Enterprise-grade AI Systems in Minutes
As enterprises adopt generative AI, data and AI teams face numerous hurdles: securely connecting unstructured and structured data sources, maintaining proper controls and governance,...
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August 12, 2024
Navigating CPRA: Key Insights for Businesses
What is CPRA? The California Privacy Rights Act (CPRA) is California's state legislation aimed at protecting residents' digital privacy. It became effective on January...
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June 3, 2024
Navigating the Shift: Transitioning to PCI DSS v4.0
What is PCI DSS? PCI DSS (Payment Card Industry Data Security Standard) is a set of security standards to ensure safe processing, storage, and...
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January 29, 2024
Securing Data+AI : Playbook for Trust, Risk, and Security Management (TRiSM)
AI's growing security risks have 48% of global CISOs alarmed. Join this keynote to learn about a practical playbook for enabling AI Trust, Risk,...

Spotlight Talks

Spotlight 00:00
AI Agents Unleashed? The Future of Identity & Data Access Security
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Spotlight 00:00
IDC Research: Why Data, AI, Identity and Access Security Must Come Together
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Spotlight 59:11
Data Controls for AI: Findings from the 2026 GigaOm DSPM Research
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Spotlight 1:02:06
Consent by proxy: When AI agents start deciding for us
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Spotlight 1:00:41
Future-Proofing for the Privacy Professional
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Spotlight 50:52
From Data to Deployment: Safeguarding Enterprise AI with Security and Governance
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Spotlight 11:29
Not Hype — Dye & Durham’s Analytics Head Shows What AI at Work Really Looks Like
Not Hype — Dye & Durham’s Analytics Head Shows What AI at Work Really Looks Like
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Spotlight 11:18
Rewiring Real Estate Finance — How Walker & Dunlop Is Giving Its $135B Portfolio a Data-First Refresh
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Spotlight
Choosing the Right DSPM: An Industry Analyst’s Perspective
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Spotlight 13:38
Accelerating Miracles — How Sanofi is Embedding AI to Significantly Reduce Drug Development Timelines
Sanofi Thumbnail
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Latest
EU Digital Sovereignty View More
September 30, 2026
EU Digital Sovereignty is Moving from Policy to Procurement: What Organizations Need to Know
Digital sovereignty in Europe is moving from policy ambition toward something much more concrete: a framework that can determine how cloud services are assessed,...
Australia’s Office of AI: Why Annual Audits Miss What Your AI Can Reach View More
September 15, 2026
Australia’s Office of AI: Why Annual Audits Miss What Your AI Can Reach
Picture this: a fictional but entirely plausible scenario. An Australian financial institution's AI systems spend six months accessing a customer data repository nobody has...
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October 27, 2026
What Is LLMOps?
LLMOps runs LLMs in production, but most pipelines miss data security. Securiti’s latest blog covers the lifecycle, key risks, and best practices for closing...
Metadata Management View More
October 19, 2026
What Is Metadata Management? Definition, Benefits & Best Practices
Metadata management is the control plane for enterprise data. Securiti’s latest blog explains how it works, why passive catalogs go stale, and how it...
Saudi PDPL Compliance Toolkit View More
October 27, 2026
Saudi PDPL Compliance Toolkit
Turn Saudi PDPL requirements into action with practical checklists, a maturity self-assessment, and a 90-day plan for privacy and compliance leaders.
From Compliance to Continuous Assurance View More
October 20, 2026
From Compliance to Continuous Assurance: The Next Era of Saudi Data Protection
PDPL compliance didn’t end with the deadline. Learn how to comply with SDAIA enforcement requirements, govern cross-border transfers, and prepare your data for AI.
The PDPL Operational Lifecycle View More
October 21, 2026
The PDPL Operational Lifecycle
Find it. Fix it. Prove it. Repeat. Explore the 10-stage PDPL operational lifecycle, key deadlines, and the evidence regulators expect.
The Toxic Combination Problem in DataAI Risks View More
September 21, 2026
The Toxic Combination Problem in DataAI Risks
Discover how siloed security alerts create hidden toxic risk combinations and how correlated context helps reduce alert fatigue and uncover compound risks faster.
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February 18, 2026
Take the Data Risk Out of AI
Learn how to prepare enterprise data for safe Gemini Enterprise adoption with upstream governance, sensitive data discovery, and pre-index policy controls.
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December 22, 2025
Navigating HITRUST: A Guide to Certification
Securiti's eBook is a practical guide to HITRUST certification, covering everything from choosing i1 vs r2 and scope systems to managing CAPs & planning...
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