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Cuttlefish — Governed Environment Runtime for AI Work

Get Cuttlefish · Software Development

SaaSNo attestation published

Certification per Microsoft Marketplace.

model orchestrationgoverned automationlocal-first workspace
Provenance reach3 of 12 layers traced

Evidence tier Source Confirmed · 8 captures on record

User ratingNot rated0 reviews on the listing
Runs onSaaSSaaS
ProvenanceUnknown33% of the provenance layers this product can disclose
Evidence riskHighSign in to see the basis for this band.

What the publisher says

As described on Microsoft Marketplace.

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.

Show the rest of the publisher’s description (11 more lines)

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.

Preview

5 images
Cuttlefish — Governed Environment Runtime for AI Work preview 1Cuttlefish — Governed Environment Runtime for AI Work preview 2Cuttlefish — Governed Environment Runtime for AI Work preview 3Cuttlefish — Governed Environment Runtime for AI Work preview 4Cuttlefish — Governed Environment Runtime for AI Work preview 5

Agent build and provenance

See the full provenance

The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.

Compliance

Government
  • FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27

Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.

Vendor

External enrichment

CompanyMoguls IncAutomated

Sources

Marketplace listingmarketplace.microsoft.comSource
Privacy PolicyPrivacy PolicySource

Publisher resources

6 links
Cuttlefish Enterprise Platform Overviewcatalogartifact.azureedge.netSource
Enterprise Overviewgetcuttlefish.appSource
Security and Trustgetcuttlefish.appSource
Documentation and Helpgetcuttlefish.appSource
Plans and Pricinggetcuttlefish.appSource

Linked repositories

RepositoriesUnknownUnknown

Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.

Pricing
Unknown
Not stated
Delivery
SaaS
https://getcuttlefish.app/support
Open the source listing ↗

Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.