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AI / MLInsightLoop Analytics · 2024 · 5 months
InsightLoop
InsightLoop ingests event data and uses an LLM pipeline to surface anomalies, generate weekly digests, and answer natural-language questions about product usage trends.
PythonFastAPIOpenAIReact
View live project Results
-82%
Time-to-insight
310
Weekly active teams
26
Anomalies caught pre-launch
The challenge
Product teams were drowning in dashboards but still couldn't answer simple questions like 'why did signups drop last Tuesday' without pulling in a data analyst.
Our approach
We built a retrieval pipeline over event data feeding an LLM copilot, with anomaly detection jobs that proactively flag unusual patterns before anyone has to ask.
Selected screens
Copilot chat
Anomaly feed
Weekly digest
“It feels like every PM on the team got their own data analyst. Questions that used to take a day now take thirty seconds.”
Marcus Cole
CEO, InsightLoop Analytics