AI Compliance
AI tool compliance for regulated industries
AI coding tools have created an entirely new compliance surface area. Developers connect MCP servers to production databases, install unvetted extensions, and grant AI assistants access to sensitive infrastructure — often without security or compliance team awareness. For organizations subject to SOC 2, HIPAA, FedRAMP, or ISO 27001, this is an audit finding waiting to happen.
The compliance frameworks that matter
AI tools don't get a pass from existing compliance requirements. Every framework that governs how software accesses data now extends to AI assistants and their integrations:
- SOC 2 Type II — requires documented controls for any tool accessing customer data, including change management and access reviews
- HIPAA — any tool touching ePHI must be inventoried, access-controlled, and auditable. No exceptions for developer tooling
- FedRAMP — all software components must be authorized and documented within the system boundary. Shadow AI tools are automatic findings
- ISO 27001 — asset management and access control clauses cover AI tools that interact with information systems
- GDPR — AI tools processing personal data require documented lawful basis, data processing agreements, and data flow mapping
What auditors ask about AI tools
When auditors discover developers are using AI coding assistants, the questions are predictable — and most organizations cannot answer them:
- Which AI tools and MCP servers are installed across your engineering team?
- Who approved each tool, and when was it last reviewed?
- What data can each tool access — production databases, customer records, API keys?
- Is there an audit trail showing tool additions, removals, and configuration changes?
- How do you ensure only approved tools are used in production environments?
How Caliber solves AI compliance
Caliber gives compliance and security teams the controls they need without blocking developer productivity:
Complete AI tool inventory
Caliber scans every developer machine and maintains a centralized registry of all AI tools, MCP servers, and configurations in use. No more manual surveys or spreadsheets. Run caliber status to see the full picture across your organization.
Approval workflows and audit trail
Every AI tool and MCP server goes through an approval process before it reaches developer machines. Caliber logs who requested the tool, who approved it, when it was deployed, and every subsequent configuration change. This audit trail is exactly what SOC 2 and HIPAA auditors expect.
Self-hosted — no data leaves your network
Caliber runs entirely within your infrastructure. The API server, dashboard, and PostgreSQL database all deploy on your own machines or cloud accounts. For HIPAA and FedRAMP environments where SaaS tools are prohibited, this is non-negotiable. Your configuration data, approval records, and audit logs never leave your network.
Role-based access control
Not every developer needs access to every tool. Caliber's role-based access control ensures that teams only receive the AI tools and MCP servers approved for their role. Backend engineers get database MCP servers. Frontend developers get design system tools. Security-sensitive tools are restricted to authorized personnel.
Fleet management
Approved configurations are pushed to every developer machine automatically. When a new developer joins, running caliber init installs exactly the tools their role permits — nothing more, nothing less. When a tool is revoked, it's removed from every machine on the next sync.
Compliance-ready from day one
Instead of retrofitting controls after an audit finding, Caliber builds compliance into your AI tool governance from the start:
- Inventory — always know which AI tools are in use, by whom, and with what permissions
- Approval — every tool addition requires explicit authorization before deployment
- Audit trail — timestamped log of every tool change, approval, and deployment across the organization
- Enforcement — fleet management ensures only approved tools reach developer machines
- Reporting — generate compliance reports showing tool governance posture for auditors
Learn more about eliminating shadow AI, see how fleet management enforces approved configs at scale, or explore team sync for developer onboarding.
Frequently asked questions
Do AI coding tools fall under SOC 2 and HIPAA compliance?
Yes. Any tool that accesses, processes, or stores customer data falls within your compliance scope. AI coding assistants with MCP servers often connect to production databases, internal APIs, and cloud infrastructure — all of which are covered by SOC 2 Type II, HIPAA, and similar frameworks. Auditors will ask which tools have access, who approved them, and what controls are in place.
How does Caliber help with AI audit trails?
Caliber maintains a complete inventory of every AI tool and MCP server across your organization, including who approved each tool, when it was deployed, and which teams use it. This gives auditors a single source of truth for AI tool governance — no more spreadsheets or manual surveys. Every change is logged with timestamps and approver identity.
Can Caliber run on-premises for FedRAMP and HIPAA environments?
Yes. Caliber is fully self-hosted — the server, dashboard, and CLI all run within your own infrastructure. No data leaves your network. This makes Caliber compatible with FedRAMP, HIPAA, and air-gapped environments where SaaS tools are prohibited. You control the database, the API, and every configuration artifact.
Get AI tool compliance under control before your next audit.
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