What AssemblyAI does
AssemblyAI provides speech-to-text, streaming transcription, diarization, redaction, moderation, audio understanding, and an LLM gateway for voice applications.
AssemblyAI is a speech platform rather than a meeting app. Universal models handle prerecorded or streaming transcription, while optional features add diarization, chapters, entities, summaries, content moderation, and redaction. Its LLM Gateway can connect voice transcripts to supported language models through a unified API.
New accounts currently receive $50 in credit. Pay-as-you-go prerecorded audio is billed to the second by media duration and enabled features; streaming is billed for the full open session, and LLM Gateway use is token-based by model. Enterprise rates, limits, support, residency, and commitments are custom. Teams should close idle streams and model add-ons separately.
Speech models mishear accents, names, crosstalk, noise, numbers, and specialist terms. Speaker labels and sentiment are predictions, and redaction can miss sensitive content. AssemblyAI publishes SOC 2 Type 2, ISO 27001, PCI DSS, HIPAA, GDPR, and EU-residency information, but customers still need recording consent, secure media URLs, minimal retention, human validation, and opt-out review for any model-improvement program.
How AssemblyAI works
A client uploads a media URL or streams audio to an authenticated API session. AssemblyAI's selected speech model converts sound to timestamped text and can add speaker labels, formatting, key terms, redaction, moderation, or intelligence features. Results return by polling, webhook, or stream; session or media duration and enabled features drive billing. People must compare transcripts with source audio and verify extracted claims.
How to set up AssemblyAI
Define lawful audio handling
Document notice and consent, speakers, regions, source rights, PII, retention, deletion, residency, reviewers, and allowed downstream use.
Benchmark the right model
Use representative accents, languages, noise, channels, jargon, interruptions, and long recordings to compare batch and streaming behavior.
Secure the integration
Protect API keys, use expiring media access, authenticate webhooks, validate payloads, isolate tenants, and delete source files and outputs on schedule.
Enable features selectively
Add diarization, key terms, redaction, moderation, or LLM processing only after measuring accuracy, latency, and incremental cost.
Review and monitor
Sample against audio, correct names and numbers, track word and speaker errors, close streaming sessions, alert on spend, and re-evaluate model updates.
AssemblyAI FAQs
Can AssemblyAI be tried free?
Yes. The current pricing page offers $50 in initial credits; adding a card funds later pay-as-you-go usage.
How is prerecorded audio billed?
It is billed to the second from media duration, with enabled intelligence or guardrail features adding their own prorated rates.
How is streaming billed?
Billing follows the duration of the open session, including idle time, so clients should terminate sessions explicitly.
Does diarization identify real people?
It groups speech by predicted speaker labels; it does not reliably establish a person's legal identity without separate, authorized verification.
Can redaction guarantee no PII remains?
No. Automated redaction can miss or misclassify sensitive material. Minimize collection, test representative audio, and add human review where exposure matters.
Listing reviewed 2026-07-24. Product details and pricing can change; verify important terms on the provider's website.
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