AI Factory · Day 2

Run it with the MIRASTACK operations stack.

Day 2 is where an AI factory earns its keep. We watch it from the hardware to the business KPI, explain what goes wrong, and put a human in front of every action that changes anything. It works with no internet connection.

Talk to us Back to the AI Factory

01 — MIRASTACK Observe

One view from the power feed to the business KPI.

A full-stack observability platform that correlates signals from bare metal through to business KPIs, entirely on-premises with no cloud dependency. When something breaks, it explains why.

Stack coverage

  • BMS systems
  • Power infrastructure
  • Servers and firmware
  • Network fabric
  • Storage
  • Hypervisors
  • Kubernetes
  • Business KPIs
  • REDA analyticsRate, errors, duration and anomaly, read together.
  • Anomaly scoringOnline scoring flags unusual behaviour before it becomes an outage.
  • 5-Why root cause analysisGenAI-assisted chains from symptom to cause, with the evidence cited.
  • Cross-layer correlationA fault in a cooling unit and a slow request are linked, not investigated separately.
  • Hardware integrationRedfish, SNMP and IPMI reach below the operating system.
  • OpenTelemetry nativeStandard ingestion, so existing instrumentation keeps working.
  • Human-in-the-loop gatesRemediation waits for an approval from a named person.

02 — CI/CD integrations

Bring operational knowledge into the pipeline.

The same intelligence that watches production is consulted before a release goes out and checked again after.

  • Jenkins, Argo Workflows and ArgoCDIntegrations that fit the toolchain you already run.
  • Release risk scoringA risk reading before deployment, not after.
  • Blast-radius predictionWhich systems and services a change is likely to touch.
  • Change impact analysisWhat a change did once it was deployed.
  • Compliance gatesPipeline stages that stop when a required check has not passed.

03 — MIRASCAN Preview

Know what is in your software, and what it trusts.

Static and passive security analysis for the software supply chain, with an assessment of cryptographic posture and quantum readiness. MIRASCAN is in limited preview.

  • SBOMA software bill of materials for what you run.
  • CBOMA cryptography bill of materials: which algorithms and keys are in use.
  • Quantum readinessAssessment reports on exposure to future cryptographic risk.
  • Passive TLS analysisObserved from network traffic, without touching the systems.
  • CycloneDX and SPDXOutput in both standard formats.

04 — Governance

Every agent action is identified, approved and recorded.

Putting an un-governed AI agent in front of production systems is a serious operational and security risk. MIRASTACK LABS authored the open EGAProtocol to put discipline on every agentic action, and MIRASTACK is its reference implementation.

  • Identity on every message

    Each message carries a cryptographically verifiable identity, so it is always clear who or what acted.

  • Approval in the protocol

    Human approval is built into the wire protocol, not left to application code that can be bypassed.

  • Immutable audit trail

    Actions are recorded in a trail that follows OpenTelemetry semantic conventions, for regulators and internal review.

  • Permission scopes

    READ, MODIFY, DESTROY and ADMIN scopes are enforced on every action.

05 — Compared

Traditional vendors vs MIRASTACK

AreaTraditional vendorsMIRASTACK LABS
ToolingPoint solutions that do not speak to each other.One control plane across the full infrastructure stack.
DeploymentCloud dependency, with no sovereign or air-gapped path.Air-gapped first, fully operational with no internet connection.
PostureReactive monitoring: you find out after the outage.Anomaly detection before failure.
HardwareBlind below the operating system.Redfish, IPMI and SNMP through to the application.
AI decisionsBlack box, with no evidence trail.Every finding cited, every action approved.

Talk to us

Tell us what you need to run.

Every agreement is shaped to the workload: seats, sessions, capacity, term and location.

Talk to us hello@mirastacklabs.ai