How we built Turkish speech recognition (and why it matters for partners)

Adding a new language to Atlas, our clinical speech technology engine, is no easy task. Turkish is a complex, agglutinative language - meaning words change form dramatically with suffixes and context. In clinical settings, complexity is amplified.

Rather than force a one-size-fits-all, generic voice technology solution, as with all of our languages, we developed the Turkish speech recognition language the way we believe it should be done: carefully, in collaboration with partners, and tuned for clinical practice, not just everyday conversational language.

While we can’t share every detail of our language development roadmap, here’s what typically goes into delivering a new, production-ready language like Turkish in a highly regulated, partner-first environment.

1. Curating the right clinical corpus

We start with medical-grade language data anonymised, partner-approved, and locally sourced wherever possible. Our goal is to reflect how clinicians actually speak in their working environment, not how people speak in general.

2. Training domain-specific AI models

We build and train models that are specifically tuned for clinical speech, including key dialects, terminology, and sub-specialties. From radiology to mental health, Turkish-speaking clinicians need precision, and our models are trained accordingly.

3. Real-world testing in partner systems

We work with our partners to embed and test new languages inside their clinical platforms often before general release. That includes tuning for different accents, specialties, and deployment environments.

4. Flexible deployment options

Recognosco remains committed to flexibility. Our Turkish model is available via both cloud- and on-premises, giving partners full control over localisation, performance, and data sovereignty.

The result?

A reliable, fast, and clinically intelligent Turkish speech engine, already supporting partners rolling out to Turkish-speaking clinicians.

This isn’t about ticking a localisation box. It’s about solving real problems for real users. Whether you're expanding into a bilingual region, supporting underserved languages, or simply growing your product footprint - we can help.

Want to explore a new language or integrate Atlas into your clinical platform? Contact our team here: https://recognosco.com/contact-us