Kubernetes runs your workloads. MIRA runs your AI agents.
Purpose-built for regulated, air-gapped, and sovereignty-critical environments — where cloud APIs are not an option and every AI decision must be explainable and human-approved.
Public Clouds is a No Brainer !
AI and Security operate as embedded sidecars across every step of the DevOps lifecycle — creating a continuous, explainable, governed intelligence loop that no point solution can replicate.
AI Observability & 5-Why RCA Engine
A full-stack AI observability platform that correlates signals from bare metal through to business KPIs — entirely on-premises, with no cloud dependency.
Instant, explainable root cause analysis across sovereign infrastructure.
Full-stack correlation from physical layer to application layer:
GenAI-driven observability engine with hardware-to-application signal correlation, inline anomaly detection, and conversational investigation interface.
Deep integration with the sovereign DevOps toolchain — bringing MIRADORSTACK intelligence directly into the deployment pipeline.
Static and passive security analysis for the software supply chain. Quantum readiness and cryptographic posture assessment.
Telegen is our open-source Apache 2.0 telemetry generation and collection agent designed for broad signal coverage across metrics, traces, logs, and profiles. It follows OpenTelemetry standards and is engineered for fast deployment in production environments.
Explore Telegen ->Mirador Core is our open-source observability intelligence engine that transforms telemetry into explainable incident narratives through KPI workflows, failure detection, correlation analysis, and 5-WHY root cause chains.
Explore Mirador Core ->Discover how MIRASTACK product strategy combines open infrastructure standards with sovereign-by-design platform engineering for regulated and mission-critical environments.
View All Products ->| Traditional Vendors | MIRASTACK LABS |
|---|---|
| Tool fragmentation — point solutions that don't speak to each other | Unified AI control plane across the full infrastructure stack |
| Cloud dependency — no sovereign or air-gapped deployment path | Air-gapped first — fully operational with zero internet connectivity |
| Reactive monitoring — you find out after the outage | Predictive DevSecOps intelligence — anomaly detection before failure |
| No hardware intelligence — blind below the OS layer | Silicon-to-software integration — Redfish, IPMI, SNMP to application |
| Black-box AI — decisions with no evidence trail | Explainable, governed AI — every finding cited, every action approved |
The MIRA Framework — a Go-native, Apache 2.0 licensed agentic orchestration framework — is the open-source substrate beneath MIRADORSTACK. Built for platform engineers who operate in environments where air-gap compliance and operational reliability are non-negotiable.
Open-sourcing the framework creates a community that extends tool adapters and model integrations faster than any single team can. It establishes MIRASTACK as the standard for sovereign AI infrastructure orchestration.
MIRA Engine runs on Kubernetes — with its own in-memory stream layer for fast graph execution and kine + MariaDB as the config store. No etcd cluster. No exotic dependencies. No cloud APIs. If your environment already runs Kubernetes and MariaDB, MIRA adds almost zero new operational surface.
// Graph execution — typed, auditable, sovereign type InvestigationState struct { ExecutionID string Intent string Findings []Finding Confidence ConfidenceLevel AuditTrail []AuditEntry } // Every action requires human approval graph.AddNode(ApprovalGate{ ID: "remediation.gate", Timeout: 30 * time.Minute, OnApprove: "execute.remediation", OnDecline: "close.investigation", }) // Air-gapped inference — no cloud, no telemetry adapter := NewVLLMAdapter(VLLMConfig{ Endpoint: "http://localhost:8000", Model: "llama3-70b-instruct", GuidedJSON: schema.RCAOutputSchema(), })Institutions where sovereignty is not a feature request — it is the baseline requirement.
Every dependency resolvable without internet access. Fully operational in a network-isolated environment. This is not a deployment option — it is the design baseline.
MIRA integrates with the existing sovereign toolchain — Jenkins, ArgoCD, Argo Workflows, Kubernetes. We add intelligence; we do not demand migration.
We start where the pain is — operational intelligence — and expand the platform as customers trust the AI layer. Beachhead first; platform second.
No autonomous action on production systems without explicit human approval. The approval gate is a first-class architectural primitive, not a bolted-on safeguard.
Every finding cites its evidence. Every recommendation traces to a causal chain. Compliance auditors can verify exactly how every AI-assisted decision was reached.
AI and Security are embedded sidecars across all 8 steps of the DevOps lifecycle — not added after the fact. The control plane is closed-loop by design.
We are building the foundational sovereign AI infrastructure layer for regulated enterprises, financial institutions, defense, and nations building digital sovereignty. If you are aligned with this mission, we want to hear from you.
MIRASTACK LABS Private Limited. All information shared in response to investor inquiries is subject to a mutual non-disclosure agreement. This website does not constitute an offer or solicitation of securities.