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SOC 2

SOC 2 (Service Organization Control 2) is a compliance framework developed by the American Institute of Certified Public Accountants (AICPA) that defines criteria for managing customer data based on five trust service principles: security, availability, processing integrity, confidentiality, and privacy.

What Is SOC 2?

SOC 2 is an auditing standard that evaluates how service organizations handle and protect customer data. Unlike prescriptive regulatory frameworks that mandate specific controls, SOC 2 allows organizations to design their own controls as long as they satisfy the defined trust service criteria. SOC 2 compliance has become a baseline expectation for SaaS providers, cloud platforms, and data service companies that process sensitive information on behalf of their customers.

The framework is particularly relevant in industries where data security and privacy are critical, including financial services, healthcare, and technology. Achieving SOC 2 compliance requires an independent audit by a certified public accounting (CPA) firm, which examines the design and operational effectiveness of an organization's internal controls.

How SOC 2 Works

  1. Scope definition: The organization determines which systems, processes, and trust service criteria are relevant to the audit.
  2. Control design: Internal controls are designed and documented to address each applicable trust service criterion, covering areas such as access management, encryption, incident response, and change management.
  3. Implementation: Controls are implemented across the organization's systems and operations, with supporting policies and procedures.
  4. Independent audit: A CPA firm conducts the audit, evaluating the design (Type I) or both design and operational effectiveness over a period of time (Type II).
  5. Report issuance: The auditor produces a SOC 2 report detailing the controls examined, test results, and any identified exceptions or deficiencies.

Types of SOC 2

Type I

Evaluates the design and implementation of controls at a specific point in time. It confirms that appropriate controls exist but does not assess whether they operate effectively over a sustained period.

Type II

Assesses both the design and operating effectiveness of controls over a defined period, typically six to twelve months. Type II reports provide greater assurance because they demonstrate that controls function consistently over time.

Benefits of SOC 2

  • Customer trust: Demonstrates a verified commitment to data security and privacy, building confidence among customers and partners.
  • Competitive advantage: Many enterprise buyers require SOC 2 compliance as a prerequisite for vendor selection.
  • Risk reduction: The audit process identifies gaps and weaknesses in internal controls, enabling proactive remediation.
  • Regulatory alignment: SOC 2 controls often overlap with requirements from regulations such as GDPR, HIPAA, and CCPA.
  • Operational discipline: Maintaining compliance encourages consistent security practices and documentation across the organization.

Challenges and Considerations

  • Resource intensity: Preparing for and maintaining SOC 2 compliance requires significant investment in personnel, tooling, and documentation.
  • Continuous maintenance: Controls must be monitored and updated on an ongoing basis, not just at audit time.
  • Scope complexity: Determining the appropriate scope and trust service criteria can be challenging, particularly for organizations with complex architectures.
  • Audit preparation: Gathering evidence and documentation for the audit process can be time-consuming, especially for the first audit cycle.
  • Evolving requirements: As technology and threat landscapes change, organizations must adapt their controls to remain compliant.

SOC 2 in Practice

Cloud-based SaaS companies typically pursue SOC 2 Type II compliance to satisfy enterprise procurement requirements. Data platforms that process sensitive financial, healthcare, or customer data use SOC 2 to demonstrate that their infrastructure, access controls, and data handling practices meet rigorous security standards.

How Zerve Approaches SOC 2

Zerve is an Agentic Data Workspace built with enterprise-grade security and governance. Zerve's architecture includes role-based access controls, audit logging, and support for self-hosted and VPC deployments, helping organizations meet SOC 2 requirements while executing data workflows in a secure, compliant environment.

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SOC 2 — AI & Data Science Glossary | Zerve