TLA Lab
Services

AI research that becomes software an SME can run.

We cover the path from a shop-floor problem to a production system: research, data, ML engineering, and the screens your operators actually use — without asking you to staff a lab.

AI Research & Development

When off-the-shelf models are not enough, we design the method.

  • Problem framing and literature review before any training run
  • Custom model and algorithm work in vision, NLP, time series, and generative AI
  • Benchmarks on your data — not demo datasets
  • Clear go / no-go recommendation so you do not fund a dead end

Data Science & Analytics

Raw logs and files become decisions, not dashboards that nobody trusts.

  • Data audits, pipelines, and quality checks that hold up in operations
  • Predictive models tied to a business metric you already track
  • Reporting that operators can use without an analyst in the room
  • Handover of the pipeline, not a one-off notebook

ML Engineering & MLOps

A model only creates value if it stays accurate after week one.

  • Training, evaluation, and deployment pipelines
  • Monitoring, drift alerts, and retraining loops
  • On-prem or private-cloud options when data cannot leave the country
  • Runbooks so your staff can operate the system after handover

Software Development

The interface, APIs, and workflows that make the model usable.

  • Web apps, review UIs, and operator consoles
  • REST and gRPC APIs, auth, and audit trails
  • Integration with the tools you already run
  • Documentation and tests as part of delivery, not extras

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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