Fraud signals arrive too late
By the time a batch job flags a suspicious pattern, the transaction has already cleared and the chargeback is already booked.

Stream transaction, KYC and support events into one governed warehouse so risk, compliance and product can all query the same source of truth.
By the time a batch job flags a suspicious pattern, the transaction has already cleared and the chargeback is already booked.
Audit packages get assembled by hand from four different tools, and every quarter someone finds a number that does not reconcile.
A support agent and a product manager pull different numbers for the same account because they are querying different snapshots.
Statistical and rule-based models score every transaction in under 200ms and route the risky ones to a review queue automatically.
Column-level access control, full query lineage, and exportable audit trails that satisfy SOC 2 and PCI reviewers on the first pass.
Support, risk and product all see one canonical event history per account — no more reconciling screenshots on a call.
Our auditors used to spend the first day just figuring out where the numbers came from. Now they spend that day actually auditing.Devon Okafor, Head of Risk & Compliance, Meridian Capital
Unify storefront, warehouse and ad-platform data in one place so merchandising, growth and finance work from the same numbers — down to the SKU.
Product & EngineeringInstrument once, then let every team query the same event schema — no more waiting on a data analyst to answer "did that launch actually move the number."
Book a 20-minute walkthrough with a solutions engineer, using your own event schema if you want to.