ARC — Alberta Rose Controls ARC
Alberta Rose Controls Inc.
Alberta, Canada

Software, data, and AI for industrial operations.

ARC builds the software layer on top of the systems that run your plant — data pipelines, web applications, and AI tools — led by a specialist with twenty years in process control, from the DCS console to the cloud.

Services

What we build

OT data & pipelines

Get data out of PI, Experion, HYSYS, and plant databases — and into pipelines that run every day. Orchestrated extracts, production volume reporting, emissions feeds, and data-quality tooling: scheduled, monitored, recoverable.

  • PI Web API integration
  • Dagster orchestration
  • Regulatory & emissions feeds
  • Data-quality tooling

Applications & dashboards

Web software your engineering team opens every morning. Full-stack applications on Kubernetes and live process-monitoring dashboards — steam, casing gas, diluent, emissions — with authentication, roles, and automated reporting built in.

  • React + FastAPI on Azure Kubernetes
  • Plotly Dash process monitoring
  • Automated Word / PDF reporting
  • SSO and role-based access

Applied AI for operations

AI wired into real plant systems, not demos. MCP servers over the historian and lakehouse, agent platforms for engineering teams, and enterprise LLM rollout with authentication and cost governance from day one.

  • MCP servers over enterprise APIs
  • Agent orchestration platforms
  • Azure AI Foundry integration
  • Usage-cost analytics & governance
Background

Twenty years in process control

ARC's practice is built on a career spent inside industrial control systems — first programming them, then running them, now building on top of them.

Nine years

Control systems programming

DCS, PLC, and HMI programming across industrial process facilities — the logic, graphics, and configuration that operators run the plant with.

Five years

DCS systems administration

Administering distributed control system platforms at operating facilities — the servers, networks, and infrastructure that control systems live on.

Today

Software, data & AI

Building the layer above: data pipelines, web applications, and AI tooling that connect plant systems to the people and decisions that depend on them.

Systems & platforms

AVEVA PI Historian & PI AF · Honeywell Experion · Aspen HYSYS · SCADA / HMI · Azure & Kubernetes · Dagster · SQL Server & Oracle · Databricks · Claude / Model Context Protocol

Work

Selected work

Process-simulation automation platform

A web platform that runs Aspen HYSYS against years of historian data in scheduled batches and publishes results back to PI — so engineering teams evaluate models against the whole operating record.

React · FastAPI · Kubernetes · Windows COM bridge

Production data pipelines

A fleet of orchestrated pipelines moving historian data into production volume reports, well-target syncs, and regulatory feeds — running daily in production, monitored and recoverable.

Dagster · PI Web API · SQL Server

Process-monitoring dashboards

Operational dashboards giving engineering teams live insight into plant health: steam generation, casing-gas quality, diluent burn, and NOx emissions.

Plotly Dash · PI · Role-based access

AI agents on plant data

MCP servers that let AI assistants safely query a process historian and data lakehouse in plain language, with authentication and cost governance built in.

MCP · Claude · Databricks · Azure AI Foundry
About

About ARC

ARC — Alberta Rose Controls Inc. — is the consulting practice of Luke Cummings, a software and operations-technology specialist based in Calgary. The name reflects where the practice started: two decades in industrial control systems, first programming DCS, PLC, and HMI platforms, then administering DCS infrastructure at operating facilities in the Alberta energy sector.

Today the practice is focused on what sits above the control layer — production-grade software, data pipelines, and AI tooling built directly against plant systems. The control-systems background is what makes that work fit: the software is designed by someone who has programmed, run, and depended on the systems it connects to.

Principal
Luke Cummings
Based in
Calgary, Alberta
Incorporated
Alberta, 2016
Sector
Energy & industrial operations
Contact

Get in touch

If you're working on a problem in this space, send a note with a line or two about it — we'll reply with an honest read on whether ARC is the right fit.