Engineer-led diagnosis
We start inside the operation, not on a slide deck. Where the work breaks down, what the data actually looks like, which decisions are slow and why. Scoping is the first deliverable.
Orban LabsIndustrial AI
AI in your operations,
built by people who
have run them.
We combine direct operational experience across plant operations, commissioning, and project delivery with the ability to design and deploy AI-enabled systems. The people who understand your work and the people who build the system are the same team.
The problem
It is not the technology. It is the distance between the people who know your operation and the people who build the system.
Most industrial operations still run on manual reporting, fragmented systems, and workflows designed for a different era. Slow decisions, duplicated effort, skilled teams doing work that should not need them.
The usual fix is hiring AI specialists or bringing in technology consultants. They understand the tools; your team has to teach them how the work actually runs. That does not scale. The people who could explain the operation are the same people who do not have the time.
What would change if your operation's deepest knowledge was available where the work happens, every day, to everyone who needs it?
From understanding to working infrastructure
Systems, built and deployed
Custom tools designed for your workflows and deployed alongside the people who use them. Live environments, real operational pressure. Built to fit the operation.
Principal-led delivery
Senior involvement from scope to handover. We engage specialist development and infrastructure resources as required by the engagement, keeping teams right-sized and avoiding the overhead of large-firm staffing models.
02 Where we go deepest
We publish continuously on where this is heading next.
Our current focus is the collision of AI and the energy sector, where the pressure on industrial operations is highest right now. We track it weekly at The Orban Journal: operators, assets, capital flows, and the decisions shaping what actually gets built.
Read The Orban JournalTeams ready to move
Operations leaders
You see the potential but need a path from idea to production. We help identify the high-value use cases and build the business case that survives the board.
Technical teams
You know the technology but need to bridge to operational value. We help build systems that solve real production problems.
Senior executives
You have decided AI matters but your team is stretched. We bring the execution capability, with senior involvement throughout.
04 Get in touch
Ready to talk?
No pitch decks. A conversation about what the work looks like and where AI actually fits.