AI SPM stands for AI Security Posture Management. It is a framework that focuses on protecting AI systems, applications, pipelines, and resources across the AI lifecycle.

CSPM stands for Cloud Security Posture Management. It offers a set of tools, techniques, and best practices measures to secure cloud infrastructure by identifying and remediating cloud misconfigurations.

DSPM stands for Data Security Posture Management. It is a comprehensive framework that provides deep visibility into data and associated risks and mitigates these risks through automated policies and controls.

Are CSPM and AI-SPM both required for AI security governance?

Yes. Although AI SPM and CSPM are two distinct security strategies with different scopes, they work together to provide a comprehensive approach to cloud and AI security.

What role do visibility and control play in AI security posture management?

Visibility provides comprehensive insights into AI model inventories and related metadata, including entitlements, ownership, and data sources. This gives a head start to security teams to assess risks and automate appropriate controls.

What are shadow AI models, and how do they contribute to compliance violations and data exfiltration?

Shadow AI models, also known as unsanctioned AI models, tend to infiltrate business operations without IT's approval. Since these systems lack adequate control, they are vulnerable to risks such as the exposure of sensitive data, data exfiltration, and cross-border data transfers.

How can AI security posture management monitor and protect sensitive data in model outputs?

AI SPM capabilities, such as LLM firewalls, which are placed at every point of interaction, including prompts, responses, and retrievals, help prevent risks like sensitive data leakage, prompt injection attacks, and biased outputs.

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

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

Govern data for safe innovation

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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

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Automatically track changes and transformations of data throughout its lifecycle

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Conduct data quality checks and validation across various data types

Automate data privacy operations

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Manage your entire data mapping lifecycle and automate RoPA reports

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Comply with emerging AI regulations and ensure safe use of AI

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

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Jack Berkowitz

Chief Data Officer at Securiti

Jack Berkowitz, Securiti's Chief Data Officer (CDO) and former ADP CDO, leverages extensive industry expertise in AI and data management. In his role, Berkowitz collaborates with clients to boost market presence and product capabilities, advocating for responsible data and AI use. With a history of leadership at ADP and other companies, he has shaped strategic visions and implemented cloud-native ML solutions.

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

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Secure Data+AI anywhere

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

View

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

View

Security for AI Copilots in SaaS
Unblock the biggest impediments for Safe Adoption of AI Copilots like Microsoft 365 Copilot

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
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Back
GCP
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AWS
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Databricks
View

Snowflake
View

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

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