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Uncover Shadow AI with Data Bill of Materials

Uncover Shadow AI with Data Bill of Materials

Secure AI, Protect Data, Automate Compliance

AI Governance

AI models learn from vast amounts of personal and proprietary data, they can unintentionally expose sensitive information, generate biased outcomes, or breach evolving global regulations.

To ensure trust, transparency, and accountability in AI-driven systems, organizations need end-to-end governance and visibility, not just traditional privacy controls.

This is where Ardent Privacy’s TurtleShield Platform empowers enterprises to securely scale AI while staying compliant with standards like Cybersecurity Maturity Model Compliance (CMMC), and evolving U.S. privacy & cybersecurity regulations.

The Challenge

AI is transforming industries, but also creating new governance and compliance risks that traditional  governance, risk and compliance tools cannot manage.

AI Specific Risks - Traditional Tools Cannot Address:
Cannot track which data trained which models or honor deletion requests for AI systems
No visibility into personal data exposure through model inference outputs
Missing governance controls for third party AI services and cross-border model transfer
Lack of automated bias detection and explainability required by emerging AI regulations

Without proper AI oversight, enterprises face delayed projects, compliance penalties, and data exposure risks.

In 2024 alone, European regulators issued €1.2B in AI-related fines, underscoring the urgency of AI governance.

The Solution: TurtleShield AI Governance

Ardent Federal’s TurtleShield Platform automates AI risk management and compliance, giving you visibility, control, and trust over how your AI systems use data.

With AI-specific modules, TurtleShield transforms manual compliance into an automated, audit-ready governance framework.

Step 1: Discover

Step 1: Discover

  • Scan your entire data environment in days, not month

  • Use our patented “oil drilling” approach to find AI training data

  • Build complete inventory of sensitive data across all systems

Step 2: Govern

Step 2: Govern

  • Implement automated privacy impact assessment for AI
  • Set up consent management for AI processing
  • Establish real time monitoring of AI model behavior
Step 3: Automate

Step 3: Automate

  • Transform manual compliance into automated workflows
  • Monitor AI systems continuously for risk and vulnerabilities 
  • Generate an audit report automatically across global regulations

Key benefits

75% faster AI data discovery and governance setup
Strengthened brand trust with transparent AI practices
Reduced compliance cost and operational effort
Future-ready for AI Act and global privacy regulations

Outcome: Deploy AI faster, with built-in compliance, privacy, and governance.

Data Discovery
data_discovery

Data discovery is often a complex, costly, and resource-heavy process that becomes a major barrier for organizations aiming to strengthen privacy and security. TurtleShield DD (Data Discovery) by Ardent Federal revolutionizes this process with its ability to discover data efficiently and at scale, enabling faster actions and cost-effective compliance. It empowers organizations to access and analyze datasets that would be difficult or impossible to reach using traditional discovery methods.

Ardent Federal’s TurtleShield Data Discovery tool integrates advanced technology with an intuitive interface, allowing businesses to identify, manage, and protect sensitive data more effectively. By automating data discovery and mapping, it minimizes manual effort and enhances compliance with Cybersecurity Maturity Model Compliance (CMMC), and evolving U.S. federal & cybersecurity regulations while ensuring  protection of personal and consumer information.

Why Data Discovery Matters

Key benefits of implementing an effective data discovery process include:

  • Improved understanding of data your organization holds, storage locations, access rights, and transmission pathways
  • Continuous and comprehensive monitoring of data access and usage
  • Strengthened risk management and streamlined regulatory compliance
  • Complete data visibility across the organization
  • Context-based data classification
  • Efficient identification, categorization, and tracking of sensitive information
  • Enhanced ability to clean, reuse, and optimize data assets
  • Scalable data access and collaboration across teams
Key Challenges in Data Discovery

Organizations face significant barriers when implementing data discovery:

Time-consuming and resource-intensive process
High costs of manual data discovery efforts
Limited visibility into sensitive data across systems
Reliance on spreadsheets leading to errors and inefficiencies
Difficulty identifying and prioritizing at-risk data
Complex and evolving privacy compliance requirements
Presence of redundant or outdated data increasing breach risks

The Solution: TurtleShield for Data Discovery

TurtleShield automates the discovery, classification, and mapping of sensitive data across an organization using machine learning. It creates a detailed data inventory to identify risks, improve data hygiene, and minimize breach exposure. Designed for compliance with U.S. Federal regulations like COPPA, FERPA, and HIPAA, TurtleShield replaces manual spreadsheets with automated, transparent, and accountable data management.

Automated Data Inventory and Mapping

1

Data Discovery

Data Discovery

The tool scans an organization’s entire data ecosystem to discover where sensitive data resides. This includes structured and unstructured data stored across various systems, both on-premises and in the cloud.

2

Data Identification

Data Identification

After discovery, the tool categorizes and identifies sensitive data types such as personally identifiable information (PII), financial records, health data (HIPAA), COPPA, FERPA and more.

3

Data Mapping

Data Mapping

It maps the flow of data across the organization, helping visualize data processing activities. This ensures that organizations know where their critical data is stored, processed, and transferred, which is essential for compliance.

Automate CMMC Compliance Automate CMMC Compliance
federal Cmmc dashboard

Secure Your Defense Contracts with Automated CMMC Readiness

The U.S. Department of Defense (DoD) now requires Cybersecurity Maturity Model Certification (CMMC) for all defense contractors handling Federal Contract Information (FCI) and Controlled Unclassified Information (CUI).

Non-compliance can lead to lost bids, contract termination, and legal exposure.

With Ardent Federal’s TurtleShield Platform, automate  stages of your CMMC compliance, from risk discovery to audit readiness.

Key Challenge

CMMC enforcement is here, delays cost contracts.

Contract Exclusion Risk

Starting December 16, 2024, non-certified vendors can’t bid on new DoD contracts.

Operational Shutdown

No CMMC = no CUI access = halted defense work.

Complex Assessments

Manual documentation and fragmented controls increase failure risk.

Deadline Pressure

By October 2025, full compliance becomes mandatory for all defense suppliers.

Beyond 2025: Continuous enforcement and penalties for non-compliance.

The Solution: TurtleShield for CMMC Compliance

TurtleShield empowers organizations to achieve and maintain CMMC certification through AI-driven automation and risk-based intelligence.

Automated Risk Assessment

Automated Risk Assessment

Instantly identify compliance gaps and determine your required CMMC level based on your contracts and data handling scope.

Asset & Data Risk Mapping

Asset & Data Risk Mapping

Map systems, assets, and data flows handling FCI and CUI, ensuring full visibility of your compliance surface.

AI-Powered Data Discovery

AI-Powered Data Discovery

Eliminate human error with patented AI that automatically identifies and classifies sensitive data across all environments.

Compliance Gap Assessment

Compliance Gap Assessment

Run automated evaluations against CMMC Levels 1–3, generating evidence-ready documentation for auditors.

 Guided Remediation

Guided Remediation

Receive actionable insights and step-by-step remediation plans to resolve non-compliance quickly and effectively.

Certification & Audit Readiness

Certification & Audit Readiness

Prepare confidently for C3PAO assessments with verified, automated documentation and continuous compliance tracking.

Key benefits

Reduce Manual Effort: Automate compliance documentation and workflows
Meet Deadlines: Achieve certification readiness ahead of October 2025.
Enhance Reputation: Demonstrate proactive compliance and reliability to DoD partners.
Cut Costs: Minimize manual audit expenses and consultant dependency.
Stay Compliant: Continuous monitoring prevents drift between assessments.
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