Business phase
A B2B services operator was running outbound across multiple verticals and needed personalized sequences at scale.
The bottleneck
The team was stuck writing copy by hand and running one-off mail merges, which capped how many personalized sequences they could send.
The operating drag
Manual copy created a bottleneck, and untested sends risked reputation and deliverability damage.
What we saw
Personalization at scale was achievable, but only if automation stayed operator-controlled and every send was validated before going live.
What we built
OpsPal shipped an enrollment and step engine with vertical routing, research-aware prompt context, generated-email validation, send windows, and dry-run and approval modes. OpenAI copy generation is paired with deliverability preflight, sender ramp, and daily caps, with an ops dashboard to toggle live sends and monitor deliverability.
Handoff
Handoff included the ops dashboard as the control surface, with dry-run and approval modes so operators could run sends safely.
The win
Operators run repeatable campaign cycles with controlled automation instead of one-off mail merges and ad hoc copy, validating each send and monitoring deliverability from a single dashboard.
What came next
The enrollment and step engine and dashboard give the operator a repeatable foundation to run and expand campaigns over time.