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Live decision dashboards

Kiz8 built live dashboards that query millions of lakehouse records in under 30 seconds, without a separate BI copy; new dashboards ship in days, not weeks.

Problem

Payments, providers and merchants need decision dashboards on the same curated data as the rest of the platform.

Approach

MotherDuck Dives query Iceberg tables on Cloudflare directly, without extracts. Dozens of dashboards now serve as the client’s main decision-making tool.

Measured outcome

Queries <30 s; new dashboards ship in days, not weeks

Tech stack

Lake/Storage
Apache IcebergR2 Data Catalog
Query
DuckDB

Query the lakehouse directly, without extracts or a separate BI copy.

Serve
MotherDuck Dives
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From raw data to better decisions.

Send one paragraph about the data, the decision it should support, or the hypothesis you need tested. We reply with what we would look at first.

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