Skip to main content
Case studies
Stoke GoodsPet · US
40%CS volume dropped in week 1

Stoke Goods sells to pet owners — a customer base that needs warmth, not boilerplate. The CS Specialist took 40% of volume off the queue in week one, and gave the team a brand-voice anchor everyone now references.

// the deltas

CS volume off queue

40%
wk 1

Refund-eligible auto

end-to-end
gated

Empathy cases to human

100%
by policy

Anchor replies indexed

200

A customer base that punishes boilerplate

Pet customers are emotionally invested, and a tone-deaf reply costs more than a slow one. Stoke's challenge in automating support was never throughput — it was making sure the warmth survived.

Logistics to the agent, empathy to the human

The CS Specialist resolves shipping queries, refund-eligible cases, and policy-bounded exchanges autonomously. Reply Judge enforces a deliberately high empathy gate: any case that reads as emotional or sensitive is routed to a human, regardless of how confidently the draft scores.

That split took 40% of volume off the queue in the first week while keeping the highest-stakes conversations human.

An anchor the whole team uses

The unexpected benefit was internal. The brand-voice anchor — built from Stoke's best replies — became the reference everyone reaches for, including the humans. Support stopped being four people improvising a voice and became one voice everyone shares.

Pet owners can tell a canned reply instantly, and it stings. The agent handles the logistics; the judge sends the emotional cases to us. The brand-voice anchor is the thing the whole team references now.
Renee Vidal
Customer Experience Lead · Stoke Goods

// your story next

See your own case study in 90 days.

The fastest path to a numbers-driven story is to connect a read-only token. We'll show you exactly what the agents would have done over your last 30 days — before anything writes.

Dry-run by default · Append-only logs · One-click rollback