Strengths & selling points

Why SMEs choose TLA.

We are a research-first partner for small and mid-size operators: we prove the method on your files, then we ship a system the floor can run — in any country.

Research before code

We define the problem, the data reality, and the success metric before we train anything. That avoids the most common AI failure: a clever model for the wrong job.

Production, not prototypes

Demos are easy. We design for messy factory data, partial labels, shift changes, and the need to keep running after we leave.

Data stays where it must

On-premise and in-country deployment is a first-class option when data cannot leave the building — useful for SMEs under buyer, privacy, or local rules, wherever you operate.

Knowledge capture

We turn expert judgment into guidelines, taxonomies, and review workflows so quality does not walk out the door when a senior operator retires.

Measurable improvement

Every engagement has a baseline and a target: accuracy, cost per label, review time, scrap rate, or throughput. We report those numbers, not vanity metrics.

One partner across the stack

Research, data, MLOps, and software stay in one delivery path. You do not have to stitch a lab, a freelancer, and an IT vendor together.

Let's Build Something Together.

Whether you need a first working model, a cleaner dataset, or software your operators can run — if you are an SME and you are not sure what you need yet, we are happy to talk. Any country.

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