Your speech application. Our engineers in the build.

SpeechifyAI engineers embed with your team to integrate, evaluate, and ship production speech against the systems and constraints you already have.

  • Embedded directly with your team
  • Built against real workflows and systems
  • Available with Enterprise
From prototype to production

The hard part is everything around the model.

Production audio needs voice selection, streaming playback, pronunciation control, and load testing against real content. Your forward-deployed engineer owns that delivery gap with your team, in your stack.

Embedded deliverySystems to production
An embedded engineering path from your systems to a production speech integration Content, voices, and application code connect through a SpeechifyAI forward-deployed engineer to a production speech integration.YOUR STACKEMBEDDED ENGINEERPRODUCTIONCONTENTVOICESCODESPEECH API
How it works

One team from discovery through iteration.

The engagement stays accountable to production outcomes, not a handoff document or a proof of concept.

01

Discovery

We map your audio use case, existing stack, and success metrics, then agree on model, voice, language, and latency requirements.

02

Build

Our engineers work with your team on speech API integration, voice mapping, streaming playback, and delivery quality using your real text.

03

Launch

Validate audio quality, load, and failure handling before rollout, with clear ownership of the production integration.

04

Iterate

As usage grows, review real synthesis results, tune pronunciation and delivery, and extend regression tests so quality holds.

Delivery scope

The work that makes speech production-ready.

Your engineer works across the synthesis path, from model and voice selection to playback and production validation.

01

Model and voice selection

Evaluate Simba models and compatible voices against your content, language coverage, and listening criteria.

02

Integrations

REST, Python, or TypeScript integration with your application and audio delivery path.

03

Voice migration

Map existing voices and tune pronunciation, SSML, and pacing against representative content.

04

Streaming playback

Integrate chunked audio, buffering, and output formats appropriate for your browser, application, or phone system.

05

Evals & QA

Listening checks, latency measurements, and load tests that reflect your real synthesis workload.

06

Production handoff

Document integration ownership, consent requirements for cloned voices, and operational checks with your team.

Built for complex delivery

A clear path from the first sample to production audio.

Bring the use case. We will scope the integration, listening criteria, and rollout with your team.

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