AI systems engineered to operate.

About

We're ARXOFT.

We architect, build and integrate AI systems for enterprise and industrial operations.

Our engineering discipline comes from industrial automation and control systems, where interfaces, operating limits and verification are part of the design. We bring that discipline to AI applications, agents and the workflows around them.

Agents

Authority
is designed.

Orchestrator · six specialists · human release

AI gets real room to work. Some things are never delegated. Release stays with people.

Orchestrator

Decomposes the request, assigns the work, keeps it within agreed permissions.

  • Research

    context

    Every answer traces back to a source.

  • Code

    implementation

    Agents work in a sandbox, with only the tools the task needs.

  • Test

    verification

    Held-out tests in a simulated environment, before anything ships.

  • Review

    quality & limits

    Static analysis, security scan and permission check on every change.

  • Documentation

    traceable output

    Every decision is logged: who asked, which agent acted, what changed.

  • AI Cost & Delivery

    operating model

    Cost is measured per completed task, with runtime budget limits.

Evidencealongside every step

Evaluation, verification and observability that show what the system actually does, with limits named.

Release approval

The orchestrator coordinates. The agents do the work. A person decides what gets released.

  • Release

    The work is released with its evidence.

  • Return

    The proposal comes back with what is missing.

  • Refuse

    Nothing changes. The reason is kept.

Approach

We don't ask how to add AI.

We ask what system must exist around it for the work to run reliably.

Three disciplines, one system

  1. 01Architecture
  2. 02Engineering
  3. 03Evidence

Where we begin

  1. 01Engineering workflows
  2. 02Requirements
  3. 03Systems engineering
  4. 04Technical documentation
  5. 05Verification & test
  6. 06Operation
  7. 07Software delivery
How we work

Three stages. Each ends with something you can use, verify and own.

  1. 01BlueprintOne workflow, decided and architected.Ends with A decision: build, adjust or stop.
  2. 02BuildThe workflow, engineered into operation.Ends with A verified system, released by you.
  3. 03HandoverBuilt to be run by your team.Ends with A verified hand-over. Your team runs it; we do not.

The engagement in detail

Film
Illustrative scenario · 01:44

Give AI real work. Engineer what happens next.

Not less AI. AI you can trust with more — because it's clear what it does, what it may do, and who decides.

Bring us a workflow worth engineering

Talk to an architect

Project Alpha is fictional