AI intelligence infrastructure for real-time decision making
Understand change before it becomes obvious.
Datumfly builds systems that collect, understand, and transform fragmented public information into trusted intelligence products for technology, finance, and market research.
What we do
From fragmented data to decision-ready intelligence.
Multi-source collection
Monitor public data from social platforms, RSS, developer communities, newsletters, and market sources.
AI event intelligence
Detect important changes, cluster topics, extract entities, sentiment, signals, and opposing viewpoints.
Traceable research
Turn noisy streams into source-backed reports, timelines, deep research, and searchable knowledge bases.
Agent-ready delivery
Ship intelligence through web products, email, alerts, APIs, and MCP-compatible tools.
Tianyan intelligence engine
A live map of what Tianyan is watching.
Tianyan continuously monitors builders, markets, products, source feeds, and social narratives. It turns the raw stream into briefings, breaking news, investment signals, deep research, new-term discovery, and agent-ready APIs.
Signal console
Tianyan / live intelligence graph
Featured product
Tianyan
An AI-powered technology and market intelligence platform for Chinese-speaking builders, investors, and researchers. Tianyan monitors high-signal sources, detects emerging events, and delivers daily reports, breaking news, investment insights, deep research, and searchable intelligence.