Logistics · Enterprise · $340K · owned by Yusuf Abdel-Rahman
Steve has not written one for this account. Everything it would read is below.
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Director of Data Platform
VP Engineering
Logistics · Enterprise · $340K · owned by Yusuf Abdel-Rahman
Steve has not written one for this account. Everything it would read is below.
Every record Steve is allowed to cite
Director of Data Platform
VP Engineering
Data Engineering Lead
Staff Security Engineer
Next step: Security review call on 2026-07-22
Limit raised from 25k to 60k events per second on the Helios pilot tenant ahead of their load test. Their run sustained 58k events per second over four hours with no throttling and no consumer lag growth. Resolved same day.
Tom Feld asked how the connector behaves with their idempotent producer configuration and whether offsets are committed transactionally with the sink write. Confirmed transactional commit and shared the checkpoint configuration for their fraud pipeline. Tom validated it against a deliberate consumer restart and saw no duplicates.
Configured SCIM provisioning and group to role mapping for the incoming 40 person fraud analytics cohort. Deprovisioning tested against a suspended test user and confirmed working within one sync cycle.
Devin closed out both of his open questions on the call: customer-managed key support is confirmed for the streaming tier, and network egress stays inside their VPC over PrivateLink. He had no further findings and said he would put that in writing after a formal review session. Aisha said the budget is not a concern and that she will walk it through procurement, and she asked for the security session before anything is signed.
Tom presented the results of the load test his team ran themselves: 58k events per second sustained, p95 at 210ms and p99 at 380ms against their internal target of 500ms. We walked the dual region active-passive reference architecture and Sofia signed it off on the call, with the only change being a shorter replication lag alarm threshold on their side. Tom mentioned in passing that the payments platform group has started asking his team about the same connector, though nothing has been scoped.
Data Engineering Lead
Staff Security Engineer
Next step: Security review call on 2026-07-22
Limit raised from 25k to 60k events per second on the Helios pilot tenant ahead of their load test. Their run sustained 58k events per second over four hours with no throttling and no consumer lag growth. Resolved same day.
Tom Feld asked how the connector behaves with their idempotent producer configuration and whether offsets are committed transactionally with the sink write. Confirmed transactional commit and shared the checkpoint configuration for their fraud pipeline. Tom validated it against a deliberate consumer restart and saw no duplicates.
Configured SCIM provisioning and group to role mapping for the incoming 40 person fraud analytics cohort. Deprovisioning tested against a suspended test user and confirmed working within one sync cycle.
Devin closed out both of his open questions on the call: customer-managed key support is confirmed for the streaming tier, and network egress stays inside their VPC over PrivateLink. He had no further findings and said he would put that in writing after a formal review session. Aisha said the budget is not a concern and that she will walk it through procurement, and she asked for the security session before anything is signed.
Tom presented the results of the load test his team ran themselves: 58k events per second sustained, p95 at 210ms and p99 at 380ms against their internal target of 500ms. We walked the dual region active-passive reference architecture and Sofia signed it off on the call, with the only change being a shorter replication lag alarm threshold on their side. Tom mentioned in passing that the payments platform group has started asking his team about the same connector, though nothing has been scoped.