When will the EU AI Act come into effect?

The AI Act will become fully applicable in 2026 (except for a few provisions) with a phased enforcement timeline that began on August 1, 2024. Various provisions came into effect after their effective date. Provisions on prohibited AI practices came into effect in February 2025, with various other obligations and chapters coming into effect gradually in 2025, 2026, and 2027.

Which AI systems are considered high-risk?

High-risk AI systems include any AI systems that pose significant impacts on health, safety, or fundamental rights. These include AI used in critical infrastructure, medical devices, law enforcement, recruitment, education, and financial services. Any providers or deployers of such systems must adhere to the requirements related to risk management, data governance, transparency, and human oversight.

How will the EU AI Act be enforced?

The newly created European AI Office will oversee the enforcement of the AI Act. This office will work with the various supervisory authorities in the EU member states and coordinate efforts related to compliance, audits, investigation of violations, and future recommendations.

What penalties exist for non-compliance?

Non-compliance with the AI Act can result in fines of up to €35 million or 7% of a company's annual turnover, whichever is higher. The penalties are tiered based on the severity of the violation. Violations of prohibited AI practices carry the highest penalties, while non-compliance with other obligations (such as those for high-risk systems) can result in fines up to €15 million or 3% of global turnover. Providing incorrect information to authorities carries the lowest penalties, up to €7.5 million or 1% of global turnover.

What types of AI systems require AI red teaming?

Any AI system that is capable of influencing decisions, interacting with users, or processing sensitive data must be considered for AI red teaming. This can include, but is not limited to, chatbots, enterprise copilots, RAG-based assistants, as well as other AI models that can be embedded into financial, healthcare, and HR workflows.

What is the concept of red teaming?

In the simplest terms, red teaming is a security approach where experts simulate a variety of attacks. These are meant to assess a system’s capability of withstanding real-world threats. Moreover, instead of focusing on validation of what works, it has more to do with what specific elements can break under pressure, abuse, or manipulation. In the AI context, this can be extended to more than just infrastructure security and into model behavior, trust, and misuse prevention.

How is AI red teaming different from penetration testing?

While penetration tests primarily target traditional security weaknesses such as network vulnerabilities, misconfigurations, exposed endpoints, and insecure APIs, AI red teaming is more focused on how AI systems can be manipulated at the model and application layer through a variety of techniques such as prompt injection, jailbreaks, malicious instructions, and data extraction. For enterprises, AI red teaming complements penetration testing by addressing risks that are unique to AI behaviour and AI-human interactions.

Products

Data Command Center
View

Data+AI Security Teams

Data+AI Teams

Data Governance Teams

Data Privacy Teams

Secure Data+AI anywhere

Data Security Posture Management

Secure sensitive data everywhere from hybrid multicloud to SaaS

Agent Commander

Detect AI risk. Protect AI systems. Undo AI mistakes.

Security for AI Agents and Copilots

Ensure robust data protection while scaling AI agents and copilots. Learn how to accelerate AI agents adoption securely across the enterprise

Data Access Intelligence & Governance

Monitor user access to data and enforce least privilege controls

Data Discovery & Classification

Discover shadow and cloud-native assets and accurately classify data

Compliance Management

Assess & improve compliance with security best practices frameworks

Breach Impact Analysis

Analyze breach impact & automate notifications to affected individuals

Data Flow Governance

Understand data lineage and secure real-time streaming data

Build safe enterprise AI systems

Safe Enterprise AI Copilots

Implement rule-aware AI copilots across your organization’s data anywhere

Data Vectorization and Ingestion

Extract info from complex Unstructured Files, convert it into AI-ready formats, and sync to vector databases

Data Curation and Sanitization for AI

Transform raw, unstructured files into data ready for model training and tuning

Context-aware LLM Firewalls

Protect AI interactions with intelligent retrieval, response, and prompt firewalls

Unstructured Data Governance

Manage and govern unstructured data to enable its safe use with generative AI

Govern data for safe innovation

Data Discovery & Classification

Discover shadow and cloud-native assets and accurately classify data

Unstructured Data Governance

Manage unstructured data to enable safe use with generative AI

Data Access Governance

Monitor sensitive data access and prevent unauthorized use

AI Governance

Establish controls for safe adoption of AI technologies including GenAI

Data Catalog

Enable users to easily find, understand, trust and access the data they need

Data Lineage

Automatically track changes and transformations of data throughout its lifecycle

Data Quality

Conduct data quality checks and validation across various data types

Automate data privacy operations

Data Mapping Automation

Manage your entire data mapping lifecycle and automate RoPA reports

AI Governance

Comply with emerging AI regulations and ensure safe use of AI

Data Subject Request Automation

Automate entire DSR lifecycle from consumer request intake to secure report delivery

Assessment Automation

Automate your entire assessment lifecycle and demonstrate compliance

Compliance Management

Use automation to audit and improve compliance with global regulations and industry standards

Consent Management

Manage your first-party and third-party consent lifecycle from scanning to reporting

Mobile App Consent Management

Seamlessly track and manage user consent with your mobile app, get compliant with all major global regulations.

Breach Management

Automate your incident management and optimize notifications to users & regulatory bodies

Privacy Center

Elegant Consumer Frontend, Fully Automated Backend, Privacy Regulation Intelligent Everywhere
Solutions
Technologies

Covering you everywhere with 1000+ integrations across data systems.

GCP

View

AWS

View

Databricks

View

Snowflake

View

Azure

View

+ More

View

Learn more

Industries

Enabling Safe Use of Data and AI across verticals.

Finance

View

Healthcare

View

Telecom

View

Learn more

Regulations & Frameworks

Automate compliance with global privacy regulations.

CDMC

View

EU AI Act

View

OWASP

View

NIST AI RMF

View

European Union GDPR

View

California's CPRA

View

Brazil's LGPD

View

Canada's PIPEDA

View

China's PIPL

View

+ More

View

Learn more

Roles

Identify data risk and enable protection & control.

Data+AI Builders

View

Data Security

View

Data Privacy

View

Data Governance

View

Marketing

View
Resources

Blog

Read through our articles written by industry experts

Collateral

Product brochures, white papers, infographics, analyst reports and more.

Knowledge Center

Learn about the data privacy, security and governance landscape.

Securiti Education

Courses and Certifications for data privacy, security and governance professionals.

Webinars

Learn from industry thought leaders why you need a Data Command Center to enable safe use of data.
Company

About Us

Learn all about Securiti, our mission and history

Partner Program

Join our Partner Program

Contact Us

Contact us to learn more or schedule a demo

News Coverage

Read about Securiti in the news

Press Releases

Find our latest press releases

Careers

Join the talented Securiti team

Home Knowledge Center AI Governance

Category: AI Governance

Filter by

February 7, 2026

What is AI Red Teaming? Complete Guide

AI red teaming tests AI systems for security, safety, and misuse risks. Learn how it works, common techniques, real-world use cases, and why it...

February 5, 2026

Understanding of Enterprise AI Agents – The Complete Guide

Learn what enterprise AI agents are, how they work, real-world use cases, key benefits, risks, and the governance and security controls needed to deploy...

February 1, 2026

Key Differences Between Enterprise AI vs Generative AI

Learn the key differences between Enterprise AI and Generative AI scope, use cases, data requirements, risks, governance and how organizations deploy each safely.

December 7, 2025

AI Governance in Healthcare: Building Trust Through Policy, Control, and Compliance

Learn how AI governance in healthcare assists in building trust through policy, control, and helps ensure regulatory compliance.

November 23, 2025

Artificial Intelligence and Machine Learning: Navigating Supply Chain Risks and Mitigations

Learn how AI/ML reshapes supply chains and the risks it introduces. Explore model failures, data quality issues, cyber threats, vendor risk and proven mitigation...

October 13, 2025

Navigating China’s AI Regulatory Landscape in 2025: What Businesses Need to Know

A 2025 guide to China’s AI rules - generative-AI measures, algorithm & deep-synthesis filings, PIPL data exports, CAC security reviews with a practical compliance...

September 23, 2025

AI Risk Management: The Challenges and Strategies

Explore AI Risk Management strategies to protect and future-proof your business against AI-related risks. Learn to secure your future now.

September 18, 2025

AI Data Security: What You Should Know

Securiti’s latest piece lists down the key risks in AI data security along with the best strategies and tools to mitigate those risks. Read...

September 7, 2025

The FREE-AI Framework: A New Era for Ethical AI in Indian Finance

Explore the FREE-AI Framework shaping a new era of ethical AI in Indian finance. Learn how it drives transparency, compliance, and trust in financial...

1 2 3 … 7

At Securiti, our mission is to enable organizations to safely harness the incredible power of Data & AI.

Hey AI, learn about us

Newsletter

Company

Resources

Terms

Get in touch

info@securiti.ai
Securiti, LLC.
3155 Olsen Drive
Suite 325
San Jose, CA 95117

Frost & Sullivan Most Innovative DSPM Leader

Products
Back
Secure Data+AI anywhere

Data Security Posture Management
Secure sensitive data everywhere from hybrid multicloud to SaaS

View

Agent Commander
Detect AI risk. Protect AI systems. Undo AI mistakes.

View

Security for AI Agents and Copilots
Ensure robust data protection while scaling AI agents and copilots. Learn how to accelerate AI agents adoption securely across the enterprise

View

Data Access Intelligence & Governance
Monitor user access to data and enforce least privilege controls

View

Data Discovery & Classification
Discover shadow and cloud-native assets and accurately classify data

View

Compliance Management
Assess & improve compliance with security best practices frameworks

View

Breach Impact Analysis
Analyze breach impact & automate notifications to affected individuals

View

Data Flow Governance
Understand data lineage and secure real-time streaming data

View
Build safe enterprise AI systems

Safe Enterprise AI Copilots
Implement rule-aware AI copilots across your organization’s data anywhere

View

Data Vectorization and Ingestion
Extract info from complex Unstructured Files, convert it into AI-ready formats, and sync to vector databases

View

Data Curation and Sanitization for AI
Transform raw, unstructured files into data ready for model training and tuning

View

Context-aware LLM Firewalls
Protect AI interactions with intelligent retrieval, response, and prompt firewalls

View

Unstructured Data Governance
Manage and govern unstructured data to enable its safe use with generative AI

View
Govern data for safe innovation

Data Discovery & Classification
Discover shadow and cloud-native assets and accurately classify data

View

Unstructured Data Governance
Manage unstructured data to enable safe use with generative AI

View

Data Access Governance
Monitor sensitive data access and prevent unauthorized use

View

AI Governance
Establish controls for safe adoption of AI technologies including GenAI

View

Data Catalog
Enable users to easily find, understand, trust and access the data they need

View

Data Lineage
Automatically track changes and transformations of data throughout its lifecycle

View

Data Quality
Conduct data quality checks and validation across various data types

View
Automate data privacy operations

Data Mapping Automation
Manage your entire data mapping lifecycle and automate RoPA reports

View

AI Governance
Comply with emerging AI regulations and ensure safe use of AI

View

Data Subject Request Automation
Automate entire DSR lifecycle from consumer request intake to secure report delivery

View

Assessment Automation
Automate your entire assessment lifecycle and demonstrate compliance

View

Compliance Management
Use automation to audit and improve compliance with global regulations and industry standards

View

Consent Management
Manage your first-party and third-party consent lifecycle from scanning to reporting

View

Mobile App Consent Management
Seamlessly track and manage user consent with your mobile app, get compliant with all major global regulations.

View

Breach Management
Automate your incident management and optimize notifications to users & regulatory bodies

View

Privacy Center
Elegant Consumer Frontend, Fully Automated Backend, Privacy Regulation Intelligent Everywhere

View
Solutions
Back
GCP
View

AWS
View

Databricks
View

Snowflake
View

Azure
View

+ More
View
Finance
View

Healthcare
View

Telecom
View
CDMC
View

EU AI Act
View

OWASP
Mitigate AI Security Risks with the Broadest Coverage of OWASP Top 10 for LLMs

View

NIST AI RMF
View

European Union GDPR
View

California's CPRA
View

Brazil's LGPD
View

Canada's PIPEDA
View

China's PIPL
View

+ More
View
Data+AI Builders
View

Data Security
View

Data Privacy
View

Data Governance
View

Marketing
View
Resources
- Blog
  
  View
- Collateral
  
  View
- Knowledge Center
  
  View
- Securiti Education
  
  View
- Webinars
  
  View
Company
- About Us
  
  View
- Partner Program
  
  View
- Contact Us
  
  View
- News Coverage
  
  View
- Press Releases
  
  View
- Careers
  
  View

Please enter a minimum of 3 characters to begin your search.

Type

Videos

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...

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,...

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...

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...

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....

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,...

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...

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...

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,...

October 17, 2023

AWS Startup Showcase Cybersecurity Governance With Generative AI

Balancing Innovation and Governance with Generative AI Generative AI has the potential to disrupt all aspects of business, with powerful new capabilities. However, with...

Spotlight Talks

Spotlight 50:52

From Data to Deployment: Safeguarding Enterprise AI with Security and Governance

Watch Now View

Spotlight 11:29

Not Hype — Dye & Durham’s Analytics Head Shows What AI at Work Really Looks Like

Watch Now View

Spotlight 11:18

Rewiring Real Estate Finance — How Walker & Dunlop Is Giving Its $135B Portfolio a Data-First Refresh

Watch Now View

Spotlight 13:38

Accelerating Miracles — How Sanofi is Embedding AI to Significantly Reduce Drug Development Timelines

Watch Now View

Spotlight 10:35

There’s Been a Material Shift in the Data Center of Gravity

Watch Now View

Spotlight 14:21

AI Governance Is Much More than Technology Risk Mitigation

Watch Now View

Spotlight 12:!3

You Can’t Build Pipelines, Warehouses, or AI Platforms Without Business Knowledge

Watch Now View

Spotlight 47:42

Cybersecurity – Where Leaders are Buying, Building, and Partnering

Watch Now View

Spotlight 27:29

Building Safe AI with Databricks and Gencore

Watch Now View

Spotlight 46:02

Building Safe Enterprise AI: A Practical Roadmap

Watch Now View

Latest

February 23, 2026

Introducing Agent Commander

The promise of AI Agents is staggering— intelligent systems that make decisions, use tools, automate complex workflows act as force multipliers for every knowledge...

February 18, 2026

Risk Silos: The Biggest AI Problem Boards Aren’t Talking About

Boards are tuned in to the AI conversation, but there’s a blind spot many organizations still haven’t named: risk silos. Everyone agrees AI governance...

February 19, 2026

AI & HIPAA: What It Means and How to Automate Compliance

Explore how the Health Insurance Portability and Accountability Act (HIPAA) applies to Artificial Intelligence (AI) in securing Protected Health Information (PHI). Learn how to...

February 16, 2026

CNIL’s Guidance on Multi-Device Consent

Understand CNIL’s guidance on multi-device cookie consent—requirements for syncing preferences across devices, valid consent standards, transparency, and compliance risks.

February 24, 2026

Financial Data & AI: A DSPM Playbook for Secure Innovation

Learn how financial institutions can secure sensitive data and AI with DSPM. Explore real-world risks, DORA compliance, responsible AI, and strategies to strengthen cyber...

February 16, 2026

2026 Strategic Priorities for Privacy Leaders: A CPO Brief

A 2026 briefing for Chief Privacy Officers (CPOs), AI governance, global law updates, consent modernization, cross-border transfers, automation and measurable risk reduction.

January 11, 2026

Solution Brief: Microsoft Purview + Securiti

Extend Microsoft Purview with Securiti to discover, classify, and reduce data & AI risk across hybrid environments with continuous monitoring and automated remediation. Learn...

January 6, 2026

Top 7 Data & AI Security Trends 2026

Discover the top 7 Data & AI security trends for 2026. Learn how to secure AI agents, govern data, manage risk, and scale AI...

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...

June 16, 2025

The DSPM Architect’s Handbook: Building an Enterprise-Ready Data+AI Security Program

Get certified in DSPM. Learn to architect a DSPM solution, operationalize data and AI security, apply enterprise best practices, and enable secure AI adoption...