
all case studiesCreator Economy · 2025 · EMEA
Stovoo
an ai co-pilot that pays for itself.
Embedded LLM workflows for a creator-economy SaaS — 60% lower per-call cost, 3× engagement.
60%
lower per-call LLM cost
3×
user engagement uplift
6 wks
from spike to ship
40+
creators onboarded
the problem
A growing SaaS wanted to embed an AI co-pilot inside their product without ballooning model spend or sacrificing latency.
how we approached it
- RAG layer over customer data with strict tenancy isolation.
- Prompt versioning, cost telemetry and per-tenant guardrails.
- Hybrid routing between Claude Sonnet and Haiku based on intent class.
the outcome
Per-call cost down 60% vs initial spike. User engagement tripled inside 6 weeks. Co-pilot is now the flagship feature in pricing.

next case study
6 weeks instead of 6 months.
Allianzyour turn