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AI Readiness

Is your data ready for AI?

AI is only as smart - and safe - as the data it can access.  Before you plug enterprise data into LLMs, use Lightning IQ's rocket-fast data scanning algorithms to identify and remove confidential and private data.
Id like a graphic image of our software scanning data lightning fast getting it ready for use in AI-1
Fast Changes Everything
 

AI-ready data at lightning speed.

Lightning IQ scans petabytes of enterprise data to uncover hidden risks - across file shares, cloud drives, and legacy systems - before they become AI liabilities.  Key "data preparation" capabilities include:

Sensitive data discovery.
  • Scan for PII, PHI, IP, and confidential business data.
  • Use regex, keyword, and NLP-based detection to identify unlabeled sensitive content.
  • Flag documents with ambiguous or inferred sensitivity.
ROT & legacy data cleanup.
  • Identify and eliminate redundant, obsolete, and trivial (ROT) data.
  • Flag legacy formats or unsupported file types for conversion or archival.
  • Remove stale or orphaned data from shared drives and cloud repositories.
Contextual risk scoring (LIQ Risk Scores).
  • Assign risk levels to files based on content, access patterns, and user roles.
  • Prioritize high-risk content for redaction, encryption, or restricted access.
Semantic classification.
  • Group documents by business function (e.g., HR, Legal, Finance).
  • Tag documents with regulatory relevance (e.g., HIPAA, GDPR, CCPA).
Fast Changes Everything
 

Monitor AI output - in real time.

Already using AI? Lightning IQ can help you stay compliant and in control:
 
Monitor AI output for risk.
  • Scan AI-generated outputs daily for signs of sensitive data disclosure (e.g., PII, PHI, IP, salary info)
  • Flag irregular or out-of-policy responses by comparing AI output against enterprise data classification rules
  • Audit AI interactions over time to detect trends in risky behavior and tune prompts or permissions accordingly.
Receive near- and real-time reporting and alerts.
  • Provide real-time dashboards for data exposure and risk metrics.
  • Generate compliance reports for internal and external audits.
  • Track remediation progress across departments.
software that is monitoring AI output in real time to to reduce risk ligtning fast with cool dashboards and alerts-1
Lightning IQ up the darkness light bulg

Safe data = Safe AI.

Capable of scanning and analyzing petabytes of unstructured data per day in any storage location, Lightning IQ gives you the real-time insight you need to ensure your data is truly AI ready. Scan, assess and transform your data in advance of AI use at lightning speed.

Identify duplicate outdated data index files 100 folders deep across your entire SAN and save up to 1M per petatbyte of ROT-1

Identify and exclude all confidential and personal data from your LLM.

Quickly identify the location and accessibility of confidential information - from PII to PHI to mission-critical IP and confidential business data.  Eliminate data blind spots to better contain and secure your most valuable data.

The image depicts a futuristic digital landscape where a complex interactive digital twin is showcased on a hightech dashboard The dashboard displays various animated graphs and simulations illustrating data flows market trends and disaster recovery-1

Run weekly, real-time assessments to ensure AI output is clean.

Only Lightning IQ can scan petabytes in hours, allowing for daily, weekly or monthly scans of AI output to rapidly identify the presence of potentially confidential data.  Step into the world of AI with confidence.

The Lightning IQ AI Readiness Checklist.

Get our free, enterprise-grade checklist to assess your organization’s AI readiness.  Use it to guide internal audits, compliance reviews, and AI governance planning.
 
Migrating to the cloud involves transforming your data management strategy by establishing a robust and expansive storage network that can seamlessly accommodate cloud demands With Lightning IQ you can confidently navigate this transition whether you

Join the Lightning IQ data revolution