In testing at AWS
Amazon Resonance
Amazon Resonance brings survey authoring and source analysis into one research workspace. I designed and coded it so researchers can turn a document of questions into a live survey and continue analysis while code, documents, and audio ingest in the background.
From questions to a survey
An LLM structures questions, adds logic, estimates completion time, and suggests improvements. Researchers can publish a shareable survey link and analyze the responses alongside their other sources.
Keep analysis available
The workspace separates its interactive API from ingestion workers. Queued background jobs handle indexing while the API supports analysis and response streaming. Authoring and responding have separately authorized services connected by shared access and model contracts.
Current status
Resonance is being tested within an AWS team of more than 100 people.