How Superagent Works – A New Era for AI Agents

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Superagent aims to differentiate itself from competitors like Claude and Manus by offering true, long-running, autonomous agent capabilities rather than predetermined AI workflows. When asked a question, Superagent:

Builds a research plan, identifying areas to explore.

Deploys specialized AI agents to investigate financials, competition, and management in parallel.

Synthesizes findings into a structured, interactive deliverable with charts, timelines, and visualizations.

For example, it can evaluate a three-year investment in Google or analyze Wells Fargo’s AI strategy for a pitch—all with high-quality, interactive outputs. Liu says the product exemplifies the potential of multi-agent AI and could eventually surpass Airtable itself.