AI execution environment for government and public institutions
Mirr Gov
An AI execution environment built for public-sector security environments.
It runs in closed networks and air-gapped environments, and everything from where data is stored to the identity system and how models are operated is configured to your organization’s standards.
Review Mirr GovFirst, define what is allowed.
When a public institution adopts AI, what matters more than the number of features is deciding first which data and systems may be used.
Until data storage location, network separation, external connectivity, and audit accountability are settled, reviewing AI performance or features is not even possible.
Mirr Gov takes these conditions as its starting point. It supports closed networks and air gaps, in-country data storage, local PKI and KMS, and offline model operation, and features that require external connectivity can be excluded from the configuration.
Requested work is executed inside the closed network.
Find why internal search quality is dropping, propose an improvement, and run the relevant tests.
- 01Confirm the requester
Verify the identity of the person and the agent through local PKI, along with the work they are entrusted with.
- 02Check data and security conditions
Check the data’s security classification and storage location, and keep sensitive information from leaving the boundary.
- 03Select the models to use
Only approved in-country models and tools are used, from the offline environment.
- 04Execute inside the closed network
Code is edited and tested only in approved environments. External connection attempts are blocked and recorded.
- 05Record process and results
Who requested what, which models and tools were used, and what the result was — kept so it can be verified.
Mirr Gov keeps four principles.
Data stays in-country
Data, prompts, and execution results are configured to be processed inside the country. Unauthorized external transfer is blocked by default.
Works in closed networks
Models, tools, and policies run in the local environment. Even when external connectivity is lost, the functions you need keep working.
Provenance of models and tools is verifiable
Only approved models and tools can be used, and records are kept on the artifacts. Unverified components are excluded from deployment.
Who did what is verifiable
Decisions and execution records cannot be altered and remain verifiable later. Beyond simple logs, approval and execution flows are traceable.
The same standard applies, with no external connection.
Mirr Gov applies public-sector security policy and closed-network standards to the same operating structure. Execution and records flow the same way, with stricter boundaries and security standards.
- 01local PKI · tenant · actor
Confirm the requester
Verify the person, service, or agent through local PKI and record who requested the work.
- 02residency · DLP · classification
Check data and export conditions
Check the data’s security classification, storage location, and external-transfer eligibility to define the usable scope.
- 03offline catalog · placement
Set the models and execution location
Use only approved models and tools in the offline environment, with the execution location decided by policy.
- 04air-gap · sandbox · fail-closed
Execute inside the closed network
Work runs only in approved environments. Unauthorized external connection attempts are blocked and recorded.
- 05decision · provenance · receipt
Record decisions and results
What was allowed or denied, which models and tools were used, and what the result was — kept verifiable.
Three ways to configure it.
These are options by operating environment and imply no particular certification. The right configuration is reviewed against the institution’s security and operational requirements.
On-Premises
Operate models, storage, and the execution environment inside the institution’s infrastructure.
- In-country data storage
- Local PKI and KMS
- Internal audit system integration
Disconnected
Operate offline in an environment with external connectivity blocked.
- Offline model operation
- Policy applied with no external connection
- External transfer blocked
Air-gapped · Sovereign
Operate models and infrastructure internally in a physically separated environment.
- Internal model and infrastructure operation
- External connectivity features excluded
- Unauthorized connections auto-blocked
Every execution leaves the records it needs.
Records remain as part of the execution result. Which items are checked, and how, is set to the institution’s requirements.
- External connections
- External connection attempts and blocks, and applied data storage and transfer rules
- Deployment configuration
- Excluded components such as external code and telemetry, and the applied build settings
- Identity and authority
- Local-PKI identity, applied permission scope, and approval or denial with its reason
- Usage history
- Which person or AI made each change, and the model, tool, and adapter versions used
- Execution result
- Success or failure, error details, approval history, and the execution result
- Compliance items
- Required security and regulatory standards and their current status
※ Standards linkage is supported; certification is the institution’s separate process.
Four principles for closed-network operation
Designed so security and verification standards hold even where external connectivity is restricted.
Unneeded features are excluded from the start
External telemetry and marketplace code are excluded from the deployment configuration. Unused features are not hidden — they are never included.
Unauthorized connections are blocked
If a required component is missing or an external connection is not permitted, execution does not proceed. No separate bypass route exists.
Local trust root
Identity and signature verification bind to local PKI and KMS, so verification needs no external dependency. Auditors verify signatures instead of trusting records.
Security and regulatory standards, checked together
Track alignment with CSAP, ISMS-P, the Personal Information Protection Act, KISA secure coding, the AI Framework Act, and ISO 42001. Conformance testing can be included in the deployment configuration; certification is a separate process.
Bring Mirr Gov to your institution.
Tell us your network configuration, data storage standards, internal identity scheme, and required audit items, and we will review an adoption configuration that fits your environment.