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Case Studies

What the machine looks like when it works

Representative outcomes from the kinds of engagements we run. Different stack, same physics: clean data in, automated motion out.

Series B SaaS, 140 employees

4 hrs → 90 sec

Speed-to-lead

Series A SaaS, PLG motion

~40% → 95%

Attribution coverage

Growth-stage, 60-rep sales org

10 hrs/wk → 0 hrs

Manual enrichment time per rep

Series C, multi-product

3 weeks → Same day

Board reporting cycle

Series B, outbound-led

1.2% → 4.8%

Cold email reply rate

Post-migration, HubSpot to Salesforce

6 mo backlog → 90 days

Migration and cleanup

Representative engagement outcomes. Specifics vary by stack, data quality, and team. We'll tell you what's realistic on the first call.