Engineering for problems that don't fit neatly into a box.
Ambient Labs is a small engineering studio building software, automation, engineering tools, and connected systems. We help teams replace awkward manual workflows, connect software to equipment and the physical world, and turn unusual ideas into systems people can actually use.
When teams call us
You don't need a finished spec. These are the situations that usually bring people to us.
The spreadsheet became infrastructure
A spreadsheet, inbox, or collection of small tools worked fine until the operation started depending on it.
Too many steps happen by hand
People are moving information between systems, checking the same things repeatedly, or coordinating a workflow manually because nothing quite connects.
Software needs to meet the physical world
The system needs to communicate with equipment, sensors, field devices, machines, or unreliable networks.
The prototype worked
Now it needs deployment, monitoring, reliability, documentation, and a path to long-term ownership.
Off-the-shelf gets us most of the way there
Unfortunately, the remaining 20% is the part the operation actually depends on.
The project crosses disciplines
Part of the problem looks like software. Part looks like controls, equipment, edge computing, data, or engineering. Nobody owns the whole thing.
What we build
Four broad areas of work.
Custom Software & Operations Tools
Replace manual handoffs, brittle spreadsheets, and disconnected tools with software built around the way the operation actually works.
Connected & Edge Systems
Connect software to equipment, sensors, field devices, and systems that need to keep working outside a perfect cloud environment.
Engineering & Automation Tools
Turn repeatable technical work into software, automation, simulation, or purpose-built engineering tools.
Prototype → Production
Take something that works in principle and make it deployable, observable, maintainable, and understandable by the people who will own it.
Built in the lab
We build our own tools alongside client work. They let us push on the same problems we encounter in the field: simulation, automation, edge computing, connected hardware, field capture, and better engineering workflows. These are Ambient Labs products, not client case studies.
How we work
Direct access
You work with the engineers doing the work. The people you meet at the start stay involved.
Short, visible iterations
We review progress as the system develops, using working demonstrations where the project permits.
Observable and maintainable
Logging, monitoring, documentation, and clear interfaces are part of the work, scaled to what the project needs.
Proportional rigor
We identify likely failure modes and put engineering effort where the operation depends on it.
We carry the work beyond the demo: deployment, monitoring, documentation, failure handling, and the practical details of operating it day to day.
Small team. Direct access.
Jose leads engineering and technical strategy. Tori coordinates operations and project communication. We keep the core team small and bring in additional engineers, designers, fabricators, or specialists when a project requires them.
The people you meet at the beginning of a project remain involved in the work.
Meet the team →Tell us what you're trying to build, automate, or fix.
Discuss a project