How do you deploy generative AI securely on-prem or in air-gapped environments?

We design a sovereign stack: curated models, retrieval architecture, policy guardrails, red‑team evals, audit logging and isolation of sensitive data paths.

What ROI can industrial predictive maintenance deliver?

Typical programs cut unplanned downtime 15–30% and reduce spare inventory 10–20% when sensor fusion, failure mode modeling and feedback loops are implemented.

How do you govern AI agents in regulated settings?

We implement intent scoping, role & data access constraints, evaluation harnesses, human-in-the-loop checkpoints, telemetry, and continuous risk scoring.

Enterprise & Industrial AI Engineering
Secure. Governed. Deployed.

We work with large enterprise, industrial and defense teams move from AI prototypes to production impact: safer AI, resilient edge intelligence, measurable ROI.

Focus areas:

Core Solutions

Enterprise AI Strategy

Translate board objectives into an actionable AI roadmap with governance, ROI models & capability build-up.

Edge & Embedded AI

Low‑latency models at the edge for inspection, energy, logistics & battlefield awareness.

On‑Prem / Sovereign GenAI

Secure AI platform deployments (air‑gapped / IL / ISC adjacent) with red/blue‑teaming & guardrails.

Operational AI Agents

Secure task & workflow agents with auditability for engineering, field ops & mission planning.

MLOps & Model Assurance

Lifecycle tooling: evals, drift detection, lineage, safety controls & continuous delivery.

Data Estate Modernization

Unify data flywheels, data systems architecture for high‑trust AI applications.

Why Mitko X

Measurable ROI

Value engineering frameworks: baseline, hypothesis, KPI instrumentation & post‑deployment impact tracking.

Vendor Neutral

Hybrid architectures spanning sovereign cloud, on‑prem, edge and on device deployments.

From Pilots to Scale

Harden POC code into resilient, observable production systems with rigorous change control.

Contact

Need to operationalize AI under real-world constraints? Let’s build your execution plan.

Request an assessment: current architecture, quick wins, security & governance gaps, 90‑day action map.

Enterprise & Industrial AI EngineeringSecure. Governed. Deployed.