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Dealbreaker
We use Ping Identity which wasn't supported. This was blocking our security compliance. Glad it shipped!
Dec 21, 2025
All our data lives in our data warehouse. We don't want to duplicate data just for analytics. Need native warehouse queries.
Compliance requires automated daily reports to regulators. Email delivery was a compliance requirement.
Significant Pain
Some of our compliance queries take 10+ minutes. AI suggestions for optimization would help our team.
Nice to Have
asome
Dec 22, 2025
Our compliance team needs to query data but can't write SQL. NL interface would be transformative.
We need alerts when transaction volumes deviate from normal patterns. Critical for fraud detection.
Regulatory requirement: users should only see data for accounts they manage. Row-level security is mandatory.
Our data team standardized on dbt. Native integration would streamline our workflow significantly.
CRM is our source of truth for customer data. Integration was critical for us.