Meridian Capital Group · FINANCIAL SERVICES · 2026
One source of truth across 40 fragmented systems
The governed data layer every downstream agent and dashboard now runs on.
A capital group's data lived in forty disconnected systems — no team trusted the same number twice. We built the pipelines that pull, clean, reconcile, and model it into one governed source everything else depends on.
Challenge
Reporting took analysts three days of manual reconciliation. Duplicate and stale records meant risk models ran on data no one could vouch for, and every dashboard told a slightly different story.
Approach
We ingested every source — APIs, warehouses, flat files — into one pipeline with dedupe, entity resolution, and validation baked in. Lineage and freshness checks catch bad data before it ever reaches production.
Outcome
Reconciliation went from days to real time. Risk, finance, and the AI decision engine all now query a single trusted layer with full auditability.
Clean by default
Dedupe, resolution, and enrichment run inside the pipeline — not as a downstream cleanup scramble.
Caught before production
Freshness and validation gates block bad data automatically, with alerting on anomalies.
Fully governed
End-to-end lineage means every number is traceable back to its source for audit and compliance.