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Software and AI · Based in Colombia · Available internationally

AI implemented with rigor. Optimized with evidence.

We implement AI systems that reach production and optimize the ones already running — with clear scope, explicit technical decisions, and measured return. The system, and the ability to operate it, stay with your team.

Request a diagnostic Try the technical assistant

An AI assistant that answers questions about scope, process, and technical fit.

Services

Two fronts of AI work.

Implement the systems that are missing, and optimize the ones already in place. Both fronts run on the same engineering discipline.

02 / Optimization

AI Optimization

For AI systems and tools already in use. We audit real usage, measure costs and outcomes, and adjust what is needed so the investment shows verifiable return.

Audit of real usage, costs and spend controlEvaluation, observability and model governanceEffective adoption: workflows and team enablement

The method is the same in both cases: measure first, build second, transfer capability last.

Who it's for

When it makes sense to work with Orvid.

A good fit if…

You run an operation with processes, data and a team, and want to adopt AI without compromising the budget.
You have already invested in AI tools or pilots and the return is not clear.
You need to know where AI creates value in your business before investing seriously.

Probably not a fit if…

You expect immediate results without reviewing processes or data.
You prefer to delegate operations to a vendor indefinitely — our goal is to leave capability installed in your team.
You need a symbolic AI initiative, without measurable business goals.

Process

How we work

01

Technical diagnosis

Based on real data and processes, not assumptions.

02

Execution plan

With documented trade-offs: what is decided, what is sacrificed, and why.

03

Stack selection

By total cost and maintainability, not by trend.

04

Incremental delivery

Every phase leaves something working in production.

How to start

AI Adoption Diagnostic

Three weeks of work, with fixed scope and fixed price. The outcome: knowing where AI produces return in your operation, where it doesn't, and which first project is worth executing.

01

Prioritized opportunity map

Every use case evaluated by return, cost and risk, with numbers and explicit assumptions.

02

Audit of what you already have

Tools, data and processes: what works, what is redundant, what is missing. If the conclusion is that you should not invest yet, the report says so — with arguments.

03

Execution plan for the first project

Scope, stack, costs, timeline and success metric, at contract level. Executable by Orvid or by your own team.

After the diagnostic: If the results support it, the next step is implementing the first project — scoped from what was learned, not promised in advance.

About

A small practice, deliberately.

Orvid is founded and led by the person who does the technical work. The diagnosis, the design and the code are handled by the same person you talk to — with no intermediate layers of management.

FAQ

Common questions before we start.

01

Why a small practice instead of a large agency?

You talk directly to the person doing the work, the price does not fund layers of management, and the incentive is to leave capability installed in your team — not to extend the billing.

02

What if the diagnostic concludes AI isn't right for us yet?

That conclusion is a valid outcome and is delivered with the same rigor. It is far cheaper to learn it in three weeks than through a failed project.

03

Do you work with companies outside Colombia?

Yes — remotely across LatAm, and in English if your team needs it.

Next step

Thirty minutes, at no cost.

Enough to understand the problem, the likely path, and whether Orvid should be involved. Nothing is committed in that conversation. We reply within one business day.

Request the diagnostic Try the technical assistant

Software and AI, with technical seriousness, from Colombia.

Technical intake chat

Start with the real problem.

Live AI intake

Describe the system, workflow, or technical problem you want to improve.

2-minute intake

Orvid intake

Describe the system, workflow, or technical problem you want to improve.

Live AI intake

Start from one concrete system or workflow.

Orvid

Hi. Tell me a bit about your team, your systems, and what you want to implement or optimize with AI.

Role, system, goal.