Cuttlefish — Governed Environment Runtime for AI Work

Govern AI work across real environments

Cuttlefish is a governed environment runtime for organizations that need AI to work across models, browsers, files, applications, and connected systems without surrendering operational control. It gives teams one workspace for multi-model AI work while the organization retains authority over permissions, approvals, identity, data boundaries, usage, and evidence.

Put control around agents, tools, and automation

• Use cloud or local AI models without locking the organization to one provider.
• Connect approved tools and systems through explicit, least-authority permissions.
• Require human approval before consequential actions.
• Record governed actions in tamper-evident receipts for review and audit.
• Keep provider credentials isolated in the operating system’s secure credential store.
• Separate personal, team, and tenant-managed work under distinct control boundaries.

Built for enterprise AI operations and platform teams

Cuttlefish supports teams standardizing AI across real operational environments, including platform engineering, technical service organizations, IT and MSP operators, and enterprises that need governed agent execution. Organization controls can include SSO, automated provisioning, role-based access, budgets, usage visibility, audit-ready exports, private model routes, and private or self-hosted deployment options. Cuttlefish supports Azure OpenAI alongside other cloud and local model providers, applying consistent governance, context, permissions, and evidence across provider boundaries.

Start with a governed environment pilot

This is a Contact Me listing. Select Contact Me to scope a pilot around one real environment, define the systems and actions in scope, establish approval and evidence requirements, and determine the appropriate deployment and commercial terms. Third-party model and cloud-service charges are not included unless explicitly stated in a separate agreement.