OMB Individually Reported

AWS Exscribo

Low riskExact public inventory row

Description

Typical transcription services struggle to handle scientific and biomedical terminology, and many platforms do not include the ability to pretrain for specific words, or offer the ability to perform queries on that text in the transcription system itself.

Detailed example

The AI systems output includes transcriptions of audio recordings, and outputs of results from Gen AI prompts on those transcriptions.

AI / analytics pattern

Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).

Automation level / stage

b) Pilot – The use case has been deployed in a limited test or pilot capacity.

Expected benefit

The AWS Exscribo application is specifically built to allow for custom vocabularies, editing of meeting transcriptions, and model retraining, making it well-suited to handle complex medical terminologies. It also has the benefit of using AWS Bedrock, which enables Gen AI prompting on the transcription.

Controls / human review

ATO: No; PIA: Not published

Data needed

Custom Vocabularies of words or acronyms that are important to conversations, and any edits that are made to the output of the transcription that are used for training.