How PeakMojo Replaced Their AWS Stack and Unlocked Multi-Agent Workflows for Non-Coders

PeakMojo had been wiring together job queues, background workers, and configuration sprawl on AWS to power their data pipelines. Bubble Lab replaced the entire stack — and let their non-coder data scientists ship multi-agent workflows over thousands of documents on their own.

“It enabled a 0→1 moment for us: my non-coder data scientists can now build complicated multi-agent workflows over thousands of documents — something that used to be a complete no-go unless engineers coded everything end-to-end.”
— Bary Huang, Cofounder, PeakMojo

1,000s

docs per multi-agent eval

0 → 1

for non-coder data scientists

AWS → BL

full pipeline migration

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How Rho’s Ops Team Replaced Hours of Manual Work with 15-Minute Automations

Rho’s Business Operations team had bounced between Zapier and n8n — fast for simple flows, painful when they got real. With Bubble Lab, they automated unanswered Slack reminders and round-robin Jira ticket routing in minutes, not afternoons.

“Building and maintaining workflows is now something that takes minutes instead of hours. Our team can focus on the work that actually moves the business forward.”

— Luka Radojicic, Business Operations Manager, Rho

1:40h

saved every week

employees on workflows

systems automated

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Real teams shipping real automations.

How PeakMojo Replaced Their AWS Stack and Unlocked Multi-Agent Workflows for Non-Coders

How Rho’s Ops Team Replaced Hours of Manual Work with 15-Minute Automations