The pilot worked, but nobody uses it
It performs in testing but was never connected to daily operations.
We take it to productionApplied science and engineering · Santiago, Chile
We are a boutique engineering consultancy for software, data and AI. We test ideas on a small scale before building, for businesses and research teams.
T2G capabilities
Each starts with a concrete question and ends in something that runs in operation. They combine as the problem needs.
A model that scores well in testing can still fail on exactly the hard cases. We measure it there, on your images, before it goes live.
From pilot to operationTwo reports can show different figures for the same indicator because of a filter or a loosely defined period. We start there, before modelling.
From data to decisionWhen the status of a job lives in someone's memory, every holiday is a risk. We model the real process, measure where it stalls and automate that step.
From scattered work to a traceable workflowA recurring failure is almost always one nobody managed to reproduce. We diagnose before rewriting and build with whoever maintains it in mind.
From idea to stable systemThe scientific method, applied
Before developing, we write down what would have to be true for it to work (for example, that night-time images look like daytime ones) and check it with a small test. Being wrong there is cheaper.
Where we usually come in
In businesses and in research teams.
It performs in testing but was never connected to daily operations.
We take it to productionManual checks and classifications that vary by who does them.
We make it consistent and traceableSpread across systems that don’t talk to each other, with no history.
We connect them and give them historyBefore committing months of development, you need to know what is viable.
We test it small firstR&D+i projects
We also design the technical foundation of R&D+i projects for funds such as ANID, Corfo or the R&D Law.
Selected projects
We share the type of work and the organisation. More context and detail can be discussed in meetings.
Contabilidad San Vicente · 2026
Initial engineering, monthly accounting and payroll workflows, and organised client communication.
Explore the caseUniversidad Santo Tomás · Chile
Engineering, modelling and training for fresh-smear recognition and classification within an ANID project.
Explore the casePlumppr · Argentina · 2026
Data analysis alongside a security review of the client's website.
redia.pro · 2026
Analysis of the available data plus related architecture work.
Boutique consultancy
We use AI to explore alternatives and develop faster. Every decision and delivery is reviewed by an experienced engineer.
T2G guides · Clear concepts
Short guides, with examples, on the questions we are asked most before work begins.Browse all guides ↗
The next step
In the first conversation, we give you a technical read of the problem and a possible starting point.