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Confidential engagements

Reporting & Client Data Analysis at Scale

Dashboards over tens of millions of records, and AI that knows when to ask a person

Tens of millions records under analysis
+60% more information captured
Variable caution, set by what a mistake would cost
Illustration of the night side of the earth, city lights across every continent, overlaid with a mesh of points joined by thin straight lines.

Reporting and analysis platforms working across tens of millions of records. At that size, how the data is arranged and asked for stops being a matter of taste and starts deciding whether a dashboard loads at all. We also put an AI model to work on the step where raw information gets pulled in and turned into something usable — on a short leash. It is allowed to decide for itself where a wrong answer is cheap to correct, and has to hand the call to a person wherever being wrong would be expensive. That brought in 60% more information without pushing the error rate the wrong way.

Stack & scope

DashboardsReportingLLMGuardrailsSQLETL