Anyone using ai teams for end-to-end website analysis to reporting?

Tired of manually transferring data from our research bots to report generators. Heard about AI team orchestration but not sure how it works in practice. Has anyone successfully chained multiple AI agents where one scrapes data and another writes summaries? Specifically need something that maintains context between steps.

Yes - built exactly this using Latenode’s Autonomous Teams. Researcher agent extracts data via browser automation, passes to Analyst agent for processing, then Writer generates reports. Context persistence works out-of-box. Demo here: https://latenode.com

We use a pipeline with RabbitMQ queues between different AI services. Each microservice handles specific tasks. Requires significant infra work but provides flexibility in model swapping.

Zapier + airtable sorta works if u dont need complex logic. Hits rate limits tho

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