CryptoStoryBank + CICADA
Structuring and surfacing crypto narratives at scale for research, compliance, and market intelligence
•CRYPTOSTORYBANK"CICADA gave us a single source of truth for crypto narratives. We went from scattered sources and manual tagging to real-time structured storylines that our research and compliance teams actually use every day.
↳CRYPTOSTORYBANK – CONTENT & INTELLIGENCE
01 /
Challenge
CryptoStoryBank set out to become the reference archive for crypto and blockchain narratives — news, reports, social sentiment, and on-chain context. Content was pouring in from hundreds of sources, but there was no unified way to structure, link, or query it.
The team needed to:
- ↳Ingest and normalize content from APIs, RSS, and scrapers without losing provenance
- ↳Extract entities, themes, and sentiment consistently across multiple languages
- ↳Link stories to projects, tokens, and events for research and compliance workflows
- ↳Surface trending narratives and anomalies for analysts and risk teams
02 /
Solution
CICADA built an integrated data platform that ingests, cleans, and enriches crypto content through a unified pipeline. NLP models tag entities (projects, people, tokens), themes, and sentiment; a shared ontology links stories to a canonical graph of crypto assets and events.
The platform supports full-text and semantic search, trend dashboards, and configurable alerts. Research and compliance teams access the same structured dataset via APIs and a curated UI, reducing duplicate work and improving consistency of narrative reporting.
03 /
Impact
10x
Faster narrative discovery vs. manual search
500+
Sources ingested and normalized daily
3
Languages supported in entity extraction
-60%
Time spent on compliance narrative reviews