Ironway Subinfra Limited designs and deploys large language model (LLM) and automation capabilities inside existing enterprise systems, with engineering discipline, measurable controls and long-term operability.
Active production agents in EU/US secure zones.
Specializing in Logistics, Fintech, and Mfg.
Dublin HQ and Bremen engineering research hubs.
Deterministic agent historical uptime.
Most organisations do not struggle to access AI. They struggle to integrate it into existing systems in a way that is usable, auditable and cost-controlled. Ironway Subinfra Limited helps firms move from pilots to operational deployment, embedding LLM-enabled workflows into the tools teams already use.
Connect LLM workflows to ERP, CRM, ticketing, document repositories, MES and custom tools, with clear control points and auditable outputs.
Redesign work steps, approvals and exceptions so automation reduces cycle time without weakening accountability.
Monitoring, change control, rollback paths and incident handling so deployments remain reliable over time.
Establish baselines and track impact in production, including handling time, rework, throughput and quality escapes.
Ongoing standardization of RAG evaluation frameworks across regulated industries.
Process mapping, system landscape, data readiness and risk screening.
Architecture, access model, evaluation plan and governance requirements.
Retrieval design, tool integration and workflow implementation in real environments.
Monitoring, cost control, quality measurement and continuous refinement.
We work across complex technology landscapes where modern cloud platforms must coexist with legacy systems and operational technology. Our role is to connect, integrate, and operationalize systems in environments where reliability, security, and compliance are non-negotiable.
Success measured in the delta between legacy operational overhead and integrated system efficiency.
Avg. cycle time for automated triage
Deterministic output verification
| Region | Industry | Stack Core | Status |
|---|---|---|---|
| EU-WEST (IE) | LOGISTICS | SAP • AZURE • RAG | Stable |
| DE-NOR (BRE) | MANUFACTURING | SCADA • AWS • IOT | Integrating |
| CH-ZRH (CH) | FINTECH | ON-PREM • FINMA | Stable |
| US-EAST (VA) | DEFENCE | ISOLATED • AES-256 | Auditing |
Input your tech stack. Gemini will map your architecture to the Ironway Protocol.
Team-wide 3-day deep dive into deterministic logic wrappers for high-stakes agents in fintech deployments.
Accepting applications for our Q1 engineering node. Focus: Air-gapped deployment architecture and RAG stress testing.
Practical takes on integration, operations and resilience drawn from delivery across industries.
Architecture reviews occur every Tuesday and Thursday. Provide architectural constraints for Discovery evaluation.
European HQ • Dublin, Ireland
Hub North • Bremen, Germany
engineering@ironwaysubinfra.com
PGP: 0x4A2B9C1
Capacity Status
Ref ID: ISL-SEC-7742X. Enqueued for engineering review.
Ironway Subinfra Limited implements AI strictly as an integration and operational optimization layer. Our systems are scoped to data retrieval, workflow coordination, and pattern detection within industrial parameters.
We operate on a "Human-in-the-Loop" architecture. AI models are constrained from autonomous decision-making in critical paths. Every automated action is accompanied by a human threshold.
Decision paths are traceable. We maintain immutable logs for model inputs and retrieval context. Our governance framework ensures that every AI-supported event is auditable.