VSignal
Real-time market intelligence, built from scratch.
A real-time analytics platform that turns market noise into AI summaries and signals.
Real-time
data pipelines
BigQuery
architecture
Multi-model
AI summaries
Overview
A complete MVP that ingests high-frequency crypto and macro market data, processes it in real time on a scalable BigQuery architecture, and produces AI summaries, trend signals and volatility alerts. A clean analytics dashboard replaces raw charts with decisions.
The challenge
Crypto and macro markets move faster than any human can track, and the existing tools were slow, costly or scattered. VSignal's founder wanted real-time intelligence, summaries and signals rather than raw charts, on infrastructure that could scale.
- Ingesting real-time price, volume and market-cap data
- Analysing macro indicators across multiple timeframes
- Producing AI summaries instead of raw charts
- Centralising insight into one clean dashboard
- Automating reports with zero manual research
- Running on scalable, production-ready infrastructure
Our approach
We built a complete AI-driven market intelligence engine: automated pipelines into BigQuery, a multi-model AI layer, and a modern analytics dashboard.
- Real-time ingestion pipeline writing structured data into BigQuery
- Multi-model AI layer producing summaries, trend signals and insights
- Scheduled workflows for price movement and volatility shifts
- A Next.js dashboard with charts, watchlists and time-based summaries
- A scalable NestJS backend with modular APIs for future trading tools
At a glance
- Industry
- Crypto · Financial Analytics · AI
- Client
- Founder-led product inside System7
- Service
- Built from Zero
- Engagement
- Client engagement
- Our role
- End-to-end MVP engineering and AI
- Live
- vsignal.ai
Built with
Inside the product
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