Audio ingestion and transcription pipeline
Define the inputs, constraints and acceptance criteria with your team.
Speech-to-text (STT)
Turn spoken conversations into usable information.
Convert calls, meetings and voice notes into searchable transcripts and structured business records.
For teams in the UAE, Saudi Arabia and across the GCC.
From requirement to implementation
What your project can include
Speaker separation where supported
Implement and test against the agreed workflow and representative data.
Vocabulary, noise and language evaluation
Make performance visible and prepare your team to operate the solution.
Designed around your environment
Start with the business requirement.
We scope the systems, data access, languages and deployment requirements before choosing models or infrastructure. Arabic and English quality should be tested on your actual terminology and user journeys.
Explore our Middle East approach →Bring to the discovery conversation
- The task you want to improve and how you measure it today.
- Your existing systems and a description of the available data.
- Required languages, users, hosting region and access restrictions.
- Your target timeline and an indicative budget range.
Final scope, delivery milestones and ongoing costs are agreed after discovery.
Before you start
A common question
How do you assess transcription quality?
We compare model transcripts with human-reviewed reference text using your languages, accents, background noise and recording equipment.
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Explore service →AI voice bot development
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Explore service →Text-to-speech (TTS)
Add spoken responses to customer journeys, voice assistants and accessibility features.
Explore service →Your next step
Tell us which task is slowing your team down.
Share the use case, your current systems and the outcome you want. We can use that conversation to define a practical first project.