The pilot worked, but nobody uses it
A model or prototype that performs in testing but isn’t integrated into daily operations.
We take it to productionDigital engineering · Santiago, Chile
We are a boutique consultancy specialising in data analysis, computer vision and software engineering. We lead the technical work from diagnosis through development and the evolution of the solution.
T2G capabilities
We step in where business ambition needs technical judgement: from understanding the opportunity to operating the solution.
We turn a repetitive visual task into a system that classifies, inspects or detects consistently, integrated into your operation.
From pilot to operationWe turn scattered data into answers: what is happening, why and where to act, with traceability behind every decision.
From data to decisionWe build, organise and fix software so your operation keeps moving and the system can evolve with the business.
From idea to stable systemFrom signals to decisions
We read patterns and relationships in context, turning questions into hypotheses and guiding what to investigate next.
How we work
We work with your team to understand the context, explain decisions and move forward in verifiable stages.
We align on the problem, operating context and signal of success.
We turn ambiguity into scope, a technical approach and a path forward.
We deliver in stages and use what we learn to decide the next step.
Where we step in
Four common situations worth addressing before they get more expensive.
A model or prototype that performs in testing but isn’t integrated into daily operations.
We take it to productionClassification, controls or records done by hand or in spreadsheets, hard to repeat and audit.
We make it consistent and traceableInformation spread across systems that don’t talk to each other, with no history to audit or anticipate.
We organise the architectureYou want to modernise, but need to know what is viable before committing months of work.
We limit risk from the design stageR&D+i projects
If your challenge is research and development, we also design its technical foundation (architecture, state of the art and methodology) and help you present it for incentives and funds such as ANID, Corfo or the R&D Law. Eligibility is set by each agency.
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.
How we collaborate
We use AI to explore alternatives and accelerate development. We validate decisions and deliverables with our engineering experience, focusing effort where it adds value.
When a project needs additional expertise, we bring in specialist and research associates to meet that need. We retain technical leadership, review the work and maintain our relationship with you.
T2G guides · Clear concepts
Before choosing technology, it helps to understand the question. These guides connect ideas with real decisions in your business.Browse all guides ↗
What a model learns and which information it needs.
Connect sources and choose what to automate.
Design software and prepare gradual changes.
From an experiment to work in real conditions.
The next step
Tell us about the context and constraints. We will work out whether there is a good place to start.