ChatGPT Distribution Outpaces Startups

The core advantage is not just better models, it is owning the door users already walk through. OpenAI can turn speech features into defaults inside ChatGPT and a one line API call for developers, which means translation, transcription, and voice output can spread through existing traffic instead of being sold account by account. That compresses the time a startup has to turn a clever feature into a durable market position.1 2 3 4

• Sanas is still selling a narrower, production focused product. Its edge is real time accent conversion for contact center calls, with 200 plus enterprise deployments and integration depth tuned for telephony workflows, not a broad consumer or general developer surface.1 5
• OpenAI already spans both distribution channels that matter most in horizontal AI, consumer usage through ChatGPT and builder adoption through the API. OpenAI describes ChatGPT as serving over 800 million regular users, while its Realtime and audio APIs now cover speech to speech, translation, and text to speech.2 3 4
• This is the same pattern that crushed many first wave AI wrappers. When a platform bundles the base capability into the main product, startups have to retreat into harder workflows where latency, call quality, compliance, and integrations matter more than raw model access or brand awareness.6 7 8

The voice stack is moving toward bundled horizontal primitives plus specialized workflow layers. That leaves Sanas with a clear path, own the contact center use case so deeply that buyers are choosing a call quality and operations product, not shopping for a generic speech model feature.1 5 7