Case studies from production deployments.

What teams scoped, how the rollout ran, and the outcomes they measured — with the methodology behind every number.

Read a deployment

Accounts are anonymized where required; every metric links to how it was measured.

Ecommerce

Deflecting repetitive order, returns, and shipping questions while keeping escalation clean for the cases that need a person.

Real Estate

Capturing budget, timeline, and location in conversation so agents pick up threads that are already qualified.

SaaS

Guided onboarding answers drawn from product docs, reducing activation friction without adding headcount.