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Clinical research

Research-grade transcription for clinical interviews and trials

Clinical research depends on accurate records — interviews, trial visits, adverse-event reports, all dense with medical terminology. Universal-3.5 Pro with Medical Mode delivers a 3.2% Missed Entity Rate plus entity detection and PHI redaction, so your analysis starts from data you can trust.

Accurate source data for analysis and compliance

Missed Entity Rate 3.2%

Missed Entity Rate on clinical conversations with Medical Mode.

vs. Universal-3 Pro ~20%

Fewer missed medical entities than Universal-3 Pro alone.

vs. base model 87%

Fewer medical entity errors than the base model.

Benchmarked providers #1

Lowest Missed Entity Rate vs. Deepgram, Speechmatics, AWS, and Google.

Activation

Transcribe and structure research audio

One request returns the transcript plus detected entities — structured data ready for coding and analysis.

import assemblyai as aai

aai.settings.api_key = "YOUR_API_KEY"

# Clinical research: interviews, adverse events, trial terms
config = aai.TranscriptionConfig(
    speech_models=["universal-3-5-pro", "universal-2"],
    domain="medical-v1",
    entity_detection=True,
    keyterms_prompt=["adverse event", "placebo", "randomized", "informed consent"],
)

transcript = aai.Transcriber().transcribe("./study-interview.wav", config)
print(transcript.text)

Terminology-dense audio

Drug names, conditions, and protocol terms captured across long interviews.

Universal-3.5 Pro

Structured for analysis

Entity detection and topic detection turn transcripts into analyzable data.

Speech Understanding

Compliant handling

PHI redaction, BAA available, EU data residency for international studies.

Medical Mode

Trusted by the world’s leading enterprises

Metaview
Dovetail
Granola
Apollo.io
Ashby
Siro
Calabrio
Cluely
Genio
Commure
Retell
CallRail
LiveKit
Tolan
ClickUp
HeyGen
Metaview
Dovetail
Granola
Apollo.io
Ashby
Siro
Calabrio
Cluely
Genio
Commure
Retell
CallRail
LiveKit
Tolan
ClickUp
HeyGen
Metaview
Dovetail
Granola
Apollo.io
Ashby
Siro
Calabrio
Cluely
Genio
Commure
Retell
CallRail
LiveKit
Tolan
ClickUp
HeyGen
Metaview
Dovetail
Granola
Apollo.io
Ashby
Siro
Calabrio
Cluely
Genio
Commure
Retell
CallRail
LiveKit
Tolan
ClickUp
HeyGen

Common questions