Engineering partner for serious technology work

Software, data and AI systems
built with discipline.

Iron2Tech designs and delivers AI agents, data platforms and custom software for organizations that need work to be correct the first time. We engage on a consulting basis and scope each engagement to the specifics of the business.

AI engineeringProduction-grade agents and pipelines
Large-scale data100 GB+ preparation workflows
Custom softwareInternal tools, APIs and platforms
Technical auditsCodebase, security and infrastructure

Services

What we deliver

Four practice areas, each led by senior engineers. We accept a limited number of engagements at a time so that every project receives appropriate attention.

AI agent development

Design, implementation and deployment of LLM-based agents for document processing, internal automation, research, support and operational workflows. Built with explicit guardrails, evaluation harnesses and integration with existing systems.

  • Retrieval-augmented generation pipelines
  • Tool-using agents with structured outputs
  • Evaluation, monitoring and cost control

Data engineering & preparation

End-to-end workflows for collecting, cleaning, transforming and structuring datasets at scale, including projects exceeding 100 GB. Suitable for analytics, model training and migration programs.

  • ETL and ELT pipelines
  • Schema design and data quality controls
  • Document, text and tabular data preparation

Custom software development

Internal applications, customer-facing platforms, APIs and integrations. Built with conventional, maintainable stacks and documented for the long term.

  • Web applications and back-office tools
  • APIs, integrations and automation
  • Cloud infrastructure and deployment

Technology audits

Independent reviews of existing systems: codebase quality, architecture, security posture, infrastructure cost and operational risk. Delivered as written reports with prioritized recommendations.

  • Code and architecture review
  • Security and dependency assessment
  • Cost and reliability evaluation

Approach

How we work

Scoped engagements

Each engagement is defined in writing before work begins: objectives, deliverables, responsibilities and timeline. There are no open-ended retainers by default.

Senior engineers only

The people in the discovery call are the people who do the work. No layered staffing, no handoffs to junior teams.

Conventional stacks

We favor proven technologies that can be maintained by your team after delivery, over novelty for its own sake.

Documented work

Every project ships with written documentation, runbooks where appropriate, and a handover review.

Process

Engagement model

A predictable four-step path from initial contact to delivery. Commercial terms are discussed only after requirements are understood.

  1. 01

    Discovery

    A short written exchange followed by a call to understand objectives, constraints and existing systems.

  2. 02

    Scope & proposal

    A written proposal with scope, deliverables, timeline and commercial terms tailored to the engagement.

  3. 03

    Delivery

    Incremental delivery against the agreed scope, with regular written progress updates and review checkpoints.

  4. 04

    Handover

    Documentation, knowledge transfer and an optional support period to ensure long-term maintainability.

About

Iron2Tech

Iron2Tech is an independent engineering firm. We work with companies that have concrete technical problems and need senior practitioners to solve them — not staffing, not generic consulting, not vendor packages.

Our clients include operating businesses, professional service firms and technology teams who require work to be delivered on agreed terms and documented for the long term.

Contact

Request a consultation

Tell us about the project. We respond to qualified inquiries within two business days. We do not publish pricing; each engagement is scoped individually.

By submitting this form your message will be sent via your email client to hello@iron2tech.com.