Market Data & Analytics Infrastructure
Market data is the layer everything else in a financial product sits on. When it is wrong, every feature above it is wrong, and usually in ways that take weeks to trace.
We build the ingestion, normalization and reconciliation that decides whether the rest of your product can be trusted — real time and historical, at full universe scale.
- Real-Time
- Historical
- Normalization
- Reconciliation
What We Do
Build ingestion for real-time and historical data. Normalize across providers that disagree with each other about the same instrument. Reconcile and detect the gaps, duplicates and silent drift that nobody notices until a customer does.
And design the storage and access patterns so the data is still usable when your universe and history both grow.
- Ingestion
- Multi-Provider
- Gap Detection
- Storage Design
When Teams Bring Us In
Two providers disagree and nobody can say which is right. Your history has holes you found by accident. Numbers on the screen do not match the numbers in the database.
Or your data bill is growing faster than your user base and you are not sure which part is necessary.
- Feeds Disagree
- History Gaps
- Reconciliation
- Cost Control
What You Walk Away With
A data layer you can reason about, with the disagreements resolved by rule rather than by whoever is on call. Monitoring that tells you when a feed goes wrong before your users do. And a documented picture of where every number comes from.
- Trustworthy Data
- Monitoring
- Documented Lineage
- Predictable Cost