CUSTOMER EMAIL · EML
08:17 · Priority account
Quantity changed after confirmation.
Can you split delivery without moving the promised date?
For owner-led industrial and B2B distribution companies
You don't want another AI platform.
You want customers, suppliers and employees to notice that your company works differently: fewer errors, faster answers and an operation that can improve without asking an integrator for permission. (And yes, we deploy AI platforms.)
The useful part
We understand operations.
Industrial leaders hire us to conceive, deploy and operate the internal platform, agents and connectors that make their company work better. Technology is part of the job. Choosing it well is part of why you hire us.
- 01
Company context
Documents, systems, permissions and operating knowledge become reusable context.
- 02
The model that fits
Frontier, dedicated or local models are selected for the actual task and constraints.
- 03
Custom agents
Agents and connectors are built around defined workflows, exceptions and owners.
- 04
Production operation
We deploy, monitor and improve the system, then operate it or transfer it clearly.
What the market notices
The company works differently. People outside it can tell.
Operational quality becomes commercial reputation long before anyone calls it AI.
- 01A customer gets the right answer without waiting for sales to chase three departments.
- 02A supplier receives complete instructions and exceptions are handled before they become excuses.
- 03Your team stops apologizing for the wrong version, the missed handoff or the decision nobody owned.
That is how fewer errors, better flow and stronger systems become a difference your market can feel.
Before we build
Tell us what you want to achieve. Choosing the technology is our job.
The War Map shows where work gets trapped, which exceptions matter, what should stay human and what can move safely between systems.
War Map
Open the full War MapThe platform
Your company should not have to explain itself to every new agent.
Documents, systems and permissions feed one secure context layer. Each approved agent can use the knowledge your people already rely on without copying it into another isolated tool.
The models
The same model does not fit every task.
We test the work against the available options. Deep reasoning may need a frontier model. Repetitive extraction may run better on a dedicated model. Sensitive work may need to stay local.
The model can change. The company context and operating capability remain.
Control
The capability stays with your company.
We can operate the system without turning that operation into captivity. Every engagement defines where data runs, who can access it, what can change and how the capability can be transferred.
01
Data sovereignty
Sensitive workloads can run on dedicated or sovereign infrastructure when the case requires it.
02
Hierarchical permissions
Agents inherit the access rules of the people and systems they serve.
03
Replaceable models
Models are selected components, not the permanent owner of your company context.
04
Documented ownership
Code, connectors, operating boundaries, support and handoff are agreed before implementation.
The point
Be proud of how your company works, not only what it sells.
Customers and suppliers see reliability. Good people stop wasting themselves on work a machine should carry. You recover the freedom to change a process, a model or a provider without rebuilding the company around them.
“The kind of freedom where you can put down your phone and know the operation remains under control.”
A clear engagement
A serious system should be as clear to commission as it is to use.
Bring the outcome, the workflow and what cannot be put at risk. We choose the smallest useful next step.
01
The problem crosses teams and systems
Start with a War Map. We map the operation, expose dependencies and choose a safe first intervention.
02
The workflow is already clear
Start with a tightly scoped Feasibility Sprint. We test representative transactions, exceptions, models and controls before a larger decision.
A clear fit
We are not the right partner for every company.
The work moves when leadership wants a capability that stays inside the company and is ready to let evidence challenge the original idea.
This works when
- 01A leader with authority owns the outcome.
- 02The people doing the work can show us what actually happens.
- 03You want a production capability, not an AI demonstration.
This does not work when
- 01The tool has already been chosen and you only want execution.
- 02Nobody inside the company will own the change.
- 03The decision will be made by comparing daily rates and feature lists.
Our story
“The most profitable operational project of my career began with paperwork stopping trucks.”
We removed the manual steps and recovered $870,000 in annual savings. The project needed ordinary software and a clear process. That lesson still governs the work: start with what the operation must achieve, then choose the technology.
Project led by Matías Bonvin in a previous engineering role. Result based on the project's internal measurement.
Tell us what you want to achieve.
Choosing a safe way to build it is part of our job. Five fields. No deck. We read every request and reply directly if we can help.
Request a Strategy SessionSubmitting a request creates no commitment.