Here AI/Public Sector

Mira, deployed inside your perimeter

One agent platform for citizen and stakeholder relationships, configured around your mission, data, and security requirements, and deployed inside the environment you require.

Acquire. Engage. Retain. Grow.

[ CLASSIFICATION-AWARE ] ACCESS / 01 QUERY CLEARANCE RELEASED RELEASED WITHHELD LEAST PRIVILEGE ENFORCED ON EVERY QUERY AND EVERY OUTPUT
Mission-critical deploymentsSovereign AI architecturesCapability transfer built inSecure by designClassification-aware architectureMission-critical deploymentsSovereign AI architecturesCapability transfer built inSecure by designClassification-aware architecture
[ Built for ]

Institutions that require control over how AI is deployed and operated

Defense ministriesIntelligence servicesCivilian agenciesPublic research institutes
[ What we deploy ]

One agent platform, built around the institution

Mira applies the same four stages of the Customer Lifecycle, Acquire, Engage, Retain, Grow, while adapting to the mission, operating environment, security requirements, and governance model of each institution.

01

Mission-specific

Mira is scoped around the institution's mission, operational requirements, authoritative data, and governance framework rather than configured from a generic template.

02

Built alongside

Operators, engineers, and institutional stakeholders participate from specification through deployment so the platform reflects how the institution actually operates.

03

Deployed inside

Mira can be deployed on-premises, air-gapped, or within sovereign infrastructure according to the requirements of the institution.

[ The Citizen and Stakeholder Lifecycle ]

Acquire. Engage. Retain. Grow

The same four stages apply, but their meaning reflects the responsibilities of a public institution rather than a commercial relationship.

01

Acquire

Identify and reach the citizens or stakeholders relevant to a service, program, or mission, and bring them into channels the institution controls. Mira updates who needs reaching as circumstances change.

02

Engage

Coordinate information, conversations, workflows, and follow-up using the evolving context of each relationship, always within the policies and permissions the institution has established.

03

Retain

Keep continuity between interactions so context does not disappear across departments, channels, or time. Previous requirements, commitments, and outcomes inform what happens next without anyone reconstructing the relationship.

04

Grow

Extend the relationship by identifying additional services, programs, or information relevant to the citizen or stakeholder, and feed what is learned back into how the institution engages others.

Acquire. Engage. Retain. Grow. One continuous Citizen and Stakeholder Lifecycle.

[ How we deliver ]

Four steps from specification to institutional operation

Capability transfer is part of the deployment. Institutional teams participate as Mira is specified, built, and integrated, with the objective of developing the knowledge required to operate and govern the platform.

01

Specify

Define the mission, operating requirements, constraints, governance framework, and accreditation path together.

02

Build

Configure and develop Mira around the institution's data, workflows, requirements, and security environment.

03

Integrate

Connect Mira to the systems, data, and workflows the institution already depends on.

04

Transfer

Build the institutional capability required to operate, govern, and evolve the deployment.

[ Sectors ]

Where Mira can be deployed

01

Defense

Mission planning, operational support, intelligence workflows, and logistics.

02

Intelligence

Multi-source analysis, information coordination, and pattern identification.

03

Civilian

Citizen services, stakeholder engagement, and research operations.

[ Trust and assurance ]

Autonomy with institutional accountability

Autonomy in a public institution must remain accountable to the institution deploying it.

Mira is designed so governance, human oversight, permissions, and authoritative information can remain part of execution.

[ GROUNDED OUTPUT ] PROVENANCE / 02 SOURCE A SOURCE B SOURCE C SYNTHESIS OUTPUT + CITATIONS + CONFIDENCE IF IT IS NOT IN YOUR DATA, THE SYSTEM DOES NOT SAY IT
[ CLASSIFICATION-AWARE ] ACCESS / 01 QUERY CLEARANCE RELEASED RELEASED WITHHELD LEAST PRIVILEGE ENFORCED ON EVERY QUERY AND EVERY OUTPUT
01

Human accountability by design

Institutions determine which actions Mira can execute autonomously and which decisions remain under human authority.

Consequential decisions can require an authorized person to review, approve, override, or reject before action is taken.

02

Explainable and defensible

Outputs can be connected to the sources that informed them, so authorized teams can see the basis of a recommendation or an action.

That record is designed to support operational review, audit, and oversight.

03

Grounded, with uncertainty surfaced

Mira can be grounded in authoritative institutional data and configured to surface uncertainty rather than present unsupported conclusions as fact.

If the information is not there, the system escalates rather than guesses.

04

Accreditation-ready

Deployments can be designed around the security, assurance, and accreditation frameworks that apply to the institution, with the documentation developed alongside implementation.

05

Classification-aware access

Permissions can reflect clearance, role, and need-to-know so access stays aligned with the institution's security model.

06

Tested against adversarial conditions

Models, data pipelines, workflows, and outputs can be evaluated against manipulation and adversarial inputs before deployment, with ongoing monitoring defined around the institution's requirements.

[ Sovereign deployment ]

Institutional control by design

01

Deployment

Inside institution-controlled infrastructure, including disconnected environments where required.

02

Data

Governed within the institution's deployment and not used to train a shared Here AI model serving other customers.

03

Audit

Execution records designed to support institutional review and oversight.

04

Capability

Knowledge and operational control transferred to the institution as part of deployment.

[ Why now ]

AI is becoming critical infrastructure

DEPLOYED SECURELY
GOVERNED RESPONSIBLY
OPERATED BY THE INSTITUTION

The next step is a scoping conversation

Tell us the mission, the environment Mira needs to operate within, the systems and data involved, and the governance and accreditation requirements that apply.