COSMIC MarketVerse AI
Financial Services · Market Intelligence / Decision Support
Data-driven decision support for investors and SMEs
A SaaS platform built to help investors navigate complex financial markets, where the value is in turning dense market data into decisions people can act on.
The starting point
A market intelligence platform serving investors and small and medium enterprises with financial data and analysis.
What had to change
High-volume, fast-moving market data was accurate but unreadable for users who are not analysts, so the analysis was not reaching a decision.
What couldn't break
Market data is high volume and fast moving, and the product had to stay interpretable for users who are not analysts.
Why this was hard
Analysis that is accurate but unreadable fails the user, so the modelling work and the product surface had to be designed together.
What Datics changed
Analytical and intelligence features that surface signal from market data inside the platform's existing workflows.
Delivered into the live platform, with interpretation built into the interface rather than left to the user.
What changed
Users get to a defensible decision faster, without leaving the platform to assemble their own analysis.
- Data sources
- Multiple market and financial feeds
- Audience
- Investors and SMEs, not analysts
- Delivery model
- Built into the live platform, no separate tool
Under the hood
- Datics role
- Data science and product engineering: modelling, the analytical pipeline and the interpretation layer inside the platform.
- Integrations
- Market and financial data sources feeding the platform.
- Deployment
- Microsoft Azure, with Azure AI Search for retrieval, a Neo4j knowledge graph and FastAPI services behind the market-data pipelines.
- Production boundary
- Cloud-hosted platform environment.
What this unlocked
The same grounded data layer supports conversational analysis as a next capability.
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